Epoch (and baseline) pupil data based on custom event message structure
Source:R/pipeline-epoch.R
epoch.RdIntended to be used as the final preprocessing step. This function creates
data epochs of either fixed or dynamic durations with respect to provided
events and time limits, and also includes an intuitive metadata parsing
feature where additional trial data embedded within event messages can easily
be identified and joined into the resulting epoched data frames.
Usage
epoch(
eyeris,
events,
limits = NULL,
label = NULL,
baseline = FALSE,
baseline_type = c("sub", "div"),
baseline_events = NULL,
baseline_period = NULL,
hz = NULL,
verbose = TRUE,
calc_baseline = deprecated(),
apply_baseline = deprecated()
)Arguments
- eyeris
An object of class
eyerisderived fromload_asc().- events
Either (1) a single string representing the event message to perform trial extraction around, using specified
limitsto center the epoch around or nolimits(which then just grabs the data epochs between each subsequent event string of the same type); (2) a vector containing bothstartandendevent message strings – here,limitswill be ignored and the duration of each trial epoch will be the number of samples between each matchedstartandendevent message pair; or (3) a list of 2 dataframes that manually specify start/end event timestamp-message pairs to pull out of the raw timeseries data – here, it is required that each raw timestamp and event message be provided in the following format:list( data.frame(time = c(...), msg = c(...)), # start events data.frame(time = c(...), msg = c(...)), # end events 1 # block number )
where the first data.frame indicates the
startevent timestamp and message string pairs, and the second data.frame indicates theendevent timestamp and message string pairs. Additionally, manual epoching only words with 1 block at a time for event-modes2and3; thus, please be sure to explicitly indicate the block number in your input list (for examples, see above as well as example #9 below for more details).For event-modes
1and2, the way in which you pass in the event message string must conform to a standardized protocol so thateyerisknows how to find your events and (optionally) parse any included metadata into the tidy epoch data outputs. You have two primary choices: either (a) specify a string followed by a*wildcard expression (e.g.,"PROBE_START*), which will match any messages that have "PROBE_START ..." (... referring to potential metadata, such as trial number, stim file, etc.); or (b) specify a string using theeyerissyntax: (e.g.,"PROBE_{type}_{trial}"), which will match the messages that follow a structure like this "PROBE_START_1" and "PROBE_STOP_1", and generate two additional metadata columns:typeandtrial, which would contain the following values based on these two example strings:type:('START', 'STOP'), andtrial:(1, 1).- limits
A vector of 2 values (start, end) in seconds, indicating where trial extraction should occur centered around any given
startmessage string in theeventsparameter.- label
An (optional) string you can provide to customize the name of the resulting
eyerisclass object containing the epoched data frame. If left asNULL(default), then list item will be calledepoch_xyz, wherexyzwill be a sanitized version of the originalstartevent string you provided for matching. If you choose to specify alabelhere, then the resulting list object name will take the form:epoch_label. Warning: if nolabelis specified and there are no event message strings to sanitize, then you may obtain a strange-looking epoch list element in your output object (e.g.,$epoch_, or$epoch_nana, etc.). The data should still be accessible within this nested lists, however, to avoid ambiguous list objects, we recommend you provide anepochlabel here to be safe.- baseline
(New) A single parameter that controls baseline correction. Set to
TRUEto both calculate and apply baseline correction, orFALSEto skip it. This replaces the deprecatedcalc_baselineandapply_baselineparameters.- baseline_type
Whether to perform subtractive (
sub) or divisive (div) baseline correction. Defaults tosub.- baseline_events
Similar to
events,baseline_events, you can supply either (1) a single string representing the event message to center the baseline calculation around, as indicated bybaseline_period; or (2) a single vector containing both astartand anendevent message string – here,baseline_periodwill be ignored and the duration of each baseline period that the mean will be calculated on will be the number of samples between each matchedstartandendevent message pair, as opposed to a specified fixed duration (as described in 1). Please note, providing a list of trial-level start/end message pairs (like in theeventsparameter) to manually indicate unique start/end chunks for baselining is currently unsupported. Though, we intend to add this feature in a later version ofeyeris, given it likely won't be a heavily utilized / in demand feature.- baseline_period
A vector of 2 values (start, end) in seconds, indicating the window of data that will be used to perform the baseline correction, which will be centered around the single string "start" message string provided in
baseline_events. Again,baseline_periodwill be ignored if both a "start" and "end" message string are provided to thebaseline_eventsargument.- hz
Data sampling rate. If not specified, will use the value contained within the tracker's metadata.
- verbose
A flag to indicate whether to print detailed logging messages. Defaults to
TRUE. Set toFalseto suppress messages about the current processing step and run silently.- calc_baseline
(Deprecated) Use
baselineinstead.- apply_baseline
(Deprecated) Use
baselineinstead.
Value
An eyeris object with a new nested list of data frames: $epoch_*.
The epochs are organized hierarchically by block and preprocessing step.
Each epoch contains the pupil timeseries data for the specified time window
around each event message, along with metadata about the event.
When using bidsify() to export the data, filenames will include both
epoch and baseline event information for clarity.
Examples
demo_data <- eyelink_asc_demo_dataset()
eye_preproc <- eyeris::glassbox(demo_data)
#> ✔ [ OK ] - Running eyeris::load_asc()
#> ℹ [ INFO ] - Processing block: block_1
#> ✔ [ OK ] - Running eyeris::deblink() for block_1
#> ✔ [ OK ] - Running eyeris::detransient() for block_1
#> ✔ [ OK ] - Running eyeris::interpolate() for block_1
#> ✔ [ OK ] - Running eyeris::lpfilt() for block_1
#> ! [ SKIP ] - Skipping eyeris::downsample() for block_1
#> ! [ SKIP ] - Skipping eyeris::bin() for block_1
#> ! [ SKIP ] - Skipping eyeris::detrend() for block_1
#> ✔ [ OK ] - Running eyeris::zscore() for block_1
#> ✔ [ OK ] - Running eyeris::summarize_confounds()
# example 1: select 1 second before/after matched event message "PROBE*"
eye_preproc |>
eyeris::epoch(events = "PROBE*", limits = c(-1, 1))
#> ℹ Epoching pupil data...
#> ℹ Block 1: found 10 matching events for PROBE
#> ✔ Done!
#> ✔ Block 1: pupil data from 10 unique event messages extracted
#> ✔ Pupil epoching completed in 0.14 seconds
#> ℹ Recalculating epoched confounds for new epochs...
#> $file
#> [1] "/home/runner/work/_temp/Library/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 14
#> block time_orig time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11334491 0 982. 555. R 1000 diameter 6198
#> 2 1 11334492 0.001 981. 554. R 1000 diameter 6201
#> 3 1 11334493 0.002 981 553. R 1000 diameter 6201
#> 4 1 11334494 0.003 981. 554. R 1000 diameter 6202
#> 5 1 11334495 0.004 981. 554. R 1000 diameter 6202
#> 6 1 11334496 0.005 981. 553 R 1000 diameter 6200
#> 7 1 11334497 0.006 982. 551. R 1000 diameter 6198
#> 8 1 11334498 0.007 983 550. R 1000 diameter 6196
#> 9 1 11334499 0.008 984. 551. R 1000 diameter 6196
#> 10 1 11334500 0.009 983. 552. R 1000 diameter 6199
#> # ℹ 20,757 more rows
#> # ℹ 5 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>
#>
#>
#> $events
#> $events$block_1
#> # A tibble: 67 × 4
#> block time text text_unique
#> <dbl> <dbl> <chr> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START EXP_START
#> 3 1 11334491 TRIALID 22 TRIALID 22
#> 4 1 11334491 START_TRIAL_22 START_TRIAL_22
#> 5 1 11334491 CUE_START_22 CUE_START_22
#> 6 1 11335466 CUE_STOP_22 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22 PROBE_START_22
#> 10 1 11337158 RESPONSE_22 RESPONSE_22
#> # ℹ 57 more rows
#>
#>
#> $blinks
#> $blinks$block_1
#> # A tibble: 1 × 5
#> block stime etime dur eye
#> <dbl> <dbl> <dbl> <dbl> <fct>
#> 1 1 11348253 11348308 56 R
#>
#>
#> $info
#> date model version sample.rate cr left right mono
#> 1 2009-01-11 02:40:47 EyeLink 1000 4.594 1000 TRUE FALSE TRUE TRUE
#> screen.x screen.y mount filter.level
#> 1 1920 1080 Desktop / Monocular / Head Stabilized 2
#> sample.dtype event.dtype pupil.dtype velocity resolution htarg input buttons
#> 1 GAZE GAZE DIAMETER FALSE FALSE FALSE TRUE FALSE
#>
#> $latest
#> [1] "pupil_raw_epoch"
#>
#> $confounds
#> $confounds$unepoched_timeseries
#> $confounds$unepoched_timeseries$block_1
#> $confounds$unepoched_timeseries$block_1$pupil_raw
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 74 0.003563346 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 74 74 74 74
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 74 74 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 0.00014446 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 56 56 56
#> total_blink_time_ms prop_blink_time
#> 1 56 0.002696716
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt_z
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#>
#>
#> $confounds$epoched_timeseries
#> $confounds$epoched_timeseries$epoch_probe
#> $confounds$epoched_timeseries$epoch_probe$block_1
#> matched_event
#> PROBE_START_22.pupil_raw PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_22
#> PROBE_STOP_22.pupil_raw PROBE_STOP_22
#> PROBE_STOP_22.pupil_raw_deblink PROBE_STOP_22
#> PROBE_STOP_22.pupil_raw_deblink_detransient PROBE_STOP_22
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate PROBE_STOP_22
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_STOP_22
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_STOP_22
#> PROBE_START_23.pupil_raw PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_23
#> PROBE_STOP_23.pupil_raw PROBE_STOP_23
#> PROBE_STOP_23.pupil_raw_deblink PROBE_STOP_23
#> PROBE_STOP_23.pupil_raw_deblink_detransient PROBE_STOP_23
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate PROBE_STOP_23
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_STOP_23
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_STOP_23
#> PROBE_START_24.pupil_raw PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_24
#> PROBE_STOP_24.pupil_raw PROBE_STOP_24
#> PROBE_STOP_24.pupil_raw_deblink PROBE_STOP_24
#> PROBE_STOP_24.pupil_raw_deblink_detransient PROBE_STOP_24
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate PROBE_STOP_24
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_STOP_24
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_STOP_24
#> PROBE_START_25.pupil_raw PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_25
#> PROBE_STOP_25.pupil_raw PROBE_STOP_25
#> PROBE_STOP_25.pupil_raw_deblink PROBE_STOP_25
#> PROBE_STOP_25.pupil_raw_deblink_detransient PROBE_STOP_25
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate PROBE_STOP_25
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_STOP_25
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_STOP_25
#> PROBE_START_26.pupil_raw PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_26
#> PROBE_STOP_26.pupil_raw PROBE_STOP_26
#> PROBE_STOP_26.pupil_raw_deblink PROBE_STOP_26
#> PROBE_STOP_26.pupil_raw_deblink_detransient PROBE_STOP_26
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate PROBE_STOP_26
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_STOP_26
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_STOP_26
#> text_unique
#> PROBE_START_22.pupil_raw PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_22
#> PROBE_STOP_22.pupil_raw PROBE_STOP_22
#> PROBE_STOP_22.pupil_raw_deblink PROBE_STOP_22
#> PROBE_STOP_22.pupil_raw_deblink_detransient PROBE_STOP_22
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate PROBE_STOP_22
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_STOP_22
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_STOP_22
#> PROBE_START_23.pupil_raw PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_23
#> PROBE_STOP_23.pupil_raw PROBE_STOP_23
#> PROBE_STOP_23.pupil_raw_deblink PROBE_STOP_23
#> PROBE_STOP_23.pupil_raw_deblink_detransient PROBE_STOP_23
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate PROBE_STOP_23
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_STOP_23
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_STOP_23
#> PROBE_START_24.pupil_raw PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_24
#> PROBE_STOP_24.pupil_raw PROBE_STOP_24
#> PROBE_STOP_24.pupil_raw_deblink PROBE_STOP_24
#> PROBE_STOP_24.pupil_raw_deblink_detransient PROBE_STOP_24
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate PROBE_STOP_24
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_STOP_24
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_STOP_24
#> PROBE_START_25.pupil_raw PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_25
#> PROBE_STOP_25.pupil_raw PROBE_STOP_25
#> PROBE_STOP_25.pupil_raw_deblink PROBE_STOP_25
#> PROBE_STOP_25.pupil_raw_deblink_detransient PROBE_STOP_25
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate PROBE_STOP_25
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_STOP_25
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_STOP_25
#> PROBE_START_26.pupil_raw PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_26
#> PROBE_STOP_26.pupil_raw PROBE_STOP_26
#> PROBE_STOP_26.pupil_raw_deblink PROBE_STOP_26
#> PROBE_STOP_26.pupil_raw_deblink_detransient PROBE_STOP_26
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate PROBE_STOP_26
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_STOP_26
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_STOP_26
#> step
#> PROBE_START_22.pupil_raw raw
#> PROBE_START_22.pupil_raw_deblink raw_deblink
#> PROBE_START_22.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_STOP_22.pupil_raw raw
#> PROBE_STOP_22.pupil_raw_deblink raw_deblink
#> PROBE_STOP_22.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_23.pupil_raw raw
#> PROBE_START_23.pupil_raw_deblink raw_deblink
#> PROBE_START_23.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_STOP_23.pupil_raw raw
#> PROBE_STOP_23.pupil_raw_deblink raw_deblink
#> PROBE_STOP_23.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_24.pupil_raw raw
#> PROBE_START_24.pupil_raw_deblink raw_deblink
#> PROBE_START_24.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_STOP_24.pupil_raw raw
#> PROBE_STOP_24.pupil_raw_deblink raw_deblink
#> PROBE_STOP_24.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_25.pupil_raw raw
#> PROBE_START_25.pupil_raw_deblink raw_deblink
#> PROBE_START_25.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_STOP_25.pupil_raw raw
#> PROBE_STOP_25.pupil_raw_deblink raw_deblink
#> PROBE_STOP_25.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_26.pupil_raw raw
#> PROBE_START_26.pupil_raw_deblink raw_deblink
#> PROBE_START_26.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_STOP_26.pupil_raw raw
#> PROBE_STOP_26.pupil_raw_deblink raw_deblink
#> PROBE_STOP_26.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> range
#> PROBE_START_22.pupil_raw 998.000000
#> PROBE_START_22.pupil_raw_deblink 998.000000
#> PROBE_START_22.pupil_raw_deblink_detransient 998.000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 998.000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 971.130196
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.140145
#> PROBE_STOP_22.pupil_raw 1051.000000
#> PROBE_STOP_22.pupil_raw_deblink 1051.000000
#> PROBE_STOP_22.pupil_raw_deblink_detransient 1051.000000
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate 1051.000000
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt 1010.411304
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.226711
#> PROBE_START_23.pupil_raw 1260.000000
#> PROBE_START_23.pupil_raw_deblink 1260.000000
#> PROBE_START_23.pupil_raw_deblink_detransient 1260.000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 1260.000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 1231.702862
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.714386
#> PROBE_STOP_23.pupil_raw 1699.000000
#> PROBE_STOP_23.pupil_raw_deblink 1699.000000
#> PROBE_STOP_23.pupil_raw_deblink_detransient 1699.000000
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate 1699.000000
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt 1660.799078
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 3.660014
#> PROBE_START_24.pupil_raw 1040.000000
#> PROBE_START_24.pupil_raw_deblink 1040.000000
#> PROBE_START_24.pupil_raw_deblink_detransient 1040.000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 1040.000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 999.811746
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.203352
#> PROBE_STOP_24.pupil_raw 1129.000000
#> PROBE_STOP_24.pupil_raw_deblink 1129.000000
#> PROBE_STOP_24.pupil_raw_deblink_detransient 1129.000000
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate 1129.000000
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt 1080.197345
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.380503
#> PROBE_START_25.pupil_raw 2619.000000
#> PROBE_START_25.pupil_raw_deblink 797.000000
#> PROBE_START_25.pupil_raw_deblink_detransient 797.000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 797.000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 737.992888
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.626364
#> PROBE_STOP_25.pupil_raw 680.000000
#> PROBE_STOP_25.pupil_raw_deblink 680.000000
#> PROBE_STOP_25.pupil_raw_deblink_detransient 680.000000
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate 680.000000
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt 624.752894
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.376810
#> PROBE_START_26.pupil_raw 1088.000000
#> PROBE_START_26.pupil_raw_deblink 1088.000000
#> PROBE_START_26.pupil_raw_deblink_detransient 1088.000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 1088.000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 1036.831886
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.284936
#> PROBE_STOP_26.pupil_raw 1136.000000
#> PROBE_STOP_26.pupil_raw_deblink 1136.000000
#> PROBE_STOP_26.pupil_raw_deblink_detransient 1136.000000
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate 1136.000000
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt 1093.494898
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.409808
#> zscore_max
#> PROBE_START_22.pupil_raw 1.8741331
#> PROBE_START_22.pupil_raw_deblink 1.8741331
#> PROBE_START_22.pupil_raw_deblink_detransient 1.8741331
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 1.8741331
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 1.8252086
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.8252086
#> PROBE_STOP_22.pupil_raw 1.7388454
#> PROBE_STOP_22.pupil_raw_deblink 1.7388454
#> PROBE_STOP_22.pupil_raw_deblink_detransient 1.7388454
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate 1.7388454
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt 1.7002157
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.7002157
#> PROBE_START_23.pupil_raw 1.7529229
#> PROBE_START_23.pupil_raw_deblink 1.7529229
#> PROBE_START_23.pupil_raw_deblink_detransient 1.7529229
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 1.7529229
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 1.6937001
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.6937001
#> PROBE_STOP_23.pupil_raw 1.4647589
#> PROBE_STOP_23.pupil_raw_deblink 1.4647589
#> PROBE_STOP_23.pupil_raw_deblink_detransient 1.4647589
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate 1.4647589
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt 1.4340379
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.4340379
#> PROBE_START_24.pupil_raw 1.8640236
#> PROBE_START_24.pupil_raw_deblink 1.8640236
#> PROBE_START_24.pupil_raw_deblink_detransient 1.8640236
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 1.8640236
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 1.8174791
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.8174791
#> PROBE_STOP_24.pupil_raw 1.7923244
#> PROBE_STOP_24.pupil_raw_deblink 1.7923244
#> PROBE_STOP_24.pupil_raw_deblink_detransient 1.7923244
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate 1.7923244
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt 1.7495699
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.7495699
#> PROBE_START_25.pupil_raw 1.3800539
#> PROBE_START_25.pupil_raw_deblink 1.6486043
#> PROBE_START_25.pupil_raw_deblink_detransient 1.6486043
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 1.4772399
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 1.3809607
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.3809607
#> PROBE_STOP_25.pupil_raw 2.0509766
#> PROBE_STOP_25.pupil_raw_deblink 2.0509766
#> PROBE_STOP_25.pupil_raw_deblink_detransient 2.0509766
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate 2.0509766
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt 1.9363269
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.9363269
#> PROBE_START_26.pupil_raw 0.9536077
#> PROBE_START_26.pupil_raw_deblink 0.9536077
#> PROBE_START_26.pupil_raw_deblink_detransient 0.9536077
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 0.9536077
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 0.8914853
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.8914853
#> PROBE_STOP_26.pupil_raw 1.3920774
#> PROBE_STOP_26.pupil_raw_deblink 1.3920774
#> PROBE_STOP_26.pupil_raw_deblink_detransient 1.3920774
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate 1.3920774
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt 1.3508719
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.3508719
#> zscore_min
#> PROBE_START_22.pupil_raw -1.777871
#> PROBE_START_22.pupil_raw_deblink -1.777871
#> PROBE_START_22.pupil_raw_deblink_detransient -1.777871
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate -1.777871
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt -1.732595
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.732595
#> PROBE_STOP_22.pupil_raw -1.255038
#> PROBE_STOP_22.pupil_raw_deblink -1.255038
#> PROBE_STOP_22.pupil_raw_deblink_detransient -1.255038
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate -1.255038
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt -1.179065
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.179065
#> PROBE_START_23.pupil_raw -2.423805
#> PROBE_START_23.pupil_raw_deblink -2.423805
#> PROBE_START_23.pupil_raw_deblink_detransient -2.423805
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate -2.423805
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt -2.391404
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z -2.391404
#> PROBE_STOP_23.pupil_raw -1.440223
#> PROBE_STOP_23.pupil_raw_deblink -1.440223
#> PROBE_STOP_23.pupil_raw_deblink_detransient -1.440223
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate -1.440223
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt -1.406486
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.406486
#> PROBE_START_24.pupil_raw -1.388605
#> PROBE_START_24.pupil_raw_deblink -1.388605
#> PROBE_START_24.pupil_raw_deblink_detransient -1.388605
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate -1.388605
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt -1.311083
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.311083
#> PROBE_STOP_24.pupil_raw -1.427859
#> PROBE_STOP_24.pupil_raw_deblink -1.427859
#> PROBE_STOP_24.pupil_raw_deblink_detransient -1.427859
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate -1.427859
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt -1.333209
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.333209
#> PROBE_START_25.pupil_raw -6.868822
#> PROBE_START_25.pupil_raw_deblink -1.478325
#> PROBE_START_25.pupil_raw_deblink_detransient -1.478325
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate -1.534412
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt -1.410658
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.410658
#> PROBE_STOP_25.pupil_raw -1.567514
#> PROBE_STOP_25.pupil_raw_deblink -1.567514
#> PROBE_STOP_25.pupil_raw_deblink_detransient -1.567514
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate -1.567514
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt -1.394280
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.394280
#> PROBE_START_26.pupil_raw -2.652579
#> PROBE_START_26.pupil_raw_deblink -2.652579
#> PROBE_START_26.pupil_raw_deblink_detransient -2.652579
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate -2.652579
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt -2.548880
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z -2.548880
#> PROBE_STOP_26.pupil_raw -1.119261
#> PROBE_STOP_26.pupil_raw_deblink -1.119261
#> PROBE_STOP_26.pupil_raw_deblink_detransient -1.119261
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate -1.119261
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt -1.067685
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.067685
#> prop_blink_time
#> PROBE_START_22.pupil_raw 0.00000000
#> PROBE_START_22.pupil_raw_deblink 0.00000000
#> PROBE_START_22.pupil_raw_deblink_detransient 0.00000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> PROBE_STOP_22.pupil_raw 0.00000000
#> PROBE_STOP_22.pupil_raw_deblink 0.00000000
#> PROBE_STOP_22.pupil_raw_deblink_detransient 0.00000000
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> PROBE_START_23.pupil_raw 0.00000000
#> PROBE_START_23.pupil_raw_deblink 0.00000000
#> PROBE_START_23.pupil_raw_deblink_detransient 0.00000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> PROBE_STOP_23.pupil_raw 0.00000000
#> PROBE_STOP_23.pupil_raw_deblink 0.00000000
#> PROBE_STOP_23.pupil_raw_deblink_detransient 0.00000000
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> PROBE_START_24.pupil_raw 0.00000000
#> PROBE_START_24.pupil_raw_deblink 0.00000000
#> PROBE_START_24.pupil_raw_deblink_detransient 0.00000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> PROBE_STOP_24.pupil_raw 0.00000000
#> PROBE_STOP_24.pupil_raw_deblink 0.00000000
#> PROBE_STOP_24.pupil_raw_deblink_detransient 0.00000000
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> PROBE_START_25.pupil_raw 0.02801401
#> PROBE_START_25.pupil_raw_deblink 0.07803902
#> PROBE_START_25.pupil_raw_deblink_detransient 0.07803902
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> PROBE_STOP_25.pupil_raw 0.00000000
#> PROBE_STOP_25.pupil_raw_deblink 0.00000000
#> PROBE_STOP_25.pupil_raw_deblink_detransient 0.00000000
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> PROBE_START_26.pupil_raw 0.00000000
#> PROBE_START_26.pupil_raw_deblink 0.00000000
#> PROBE_START_26.pupil_raw_deblink_detransient 0.00000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> PROBE_STOP_26.pupil_raw 0.00000000
#> PROBE_STOP_26.pupil_raw_deblink 0.00000000
#> PROBE_STOP_26.pupil_raw_deblink_detransient 0.00000000
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> pre_epoch_pupil_sd
#> PROBE_START_22.pupil_raw 18.87011114
#> PROBE_START_22.pupil_raw_deblink 18.87011114
#> PROBE_START_22.pupil_raw_deblink_detransient 18.87011114
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 18.87011114
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 15.83341397
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.03489315
#> PROBE_STOP_22.pupil_raw 19.58511847
#> PROBE_STOP_22.pupil_raw_deblink 19.58511847
#> PROBE_STOP_22.pupil_raw_deblink_detransient 19.58511847
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate 19.58511847
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt 16.76829235
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.03695341
#> PROBE_START_23.pupil_raw 39.18459439
#> PROBE_START_23.pupil_raw_deblink 39.18459439
#> PROBE_START_23.pupil_raw_deblink_detransient 39.18459439
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 39.18459439
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 36.55426622
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.08055708
#> PROBE_STOP_23.pupil_raw 46.75058783
#> PROBE_STOP_23.pupil_raw_deblink 46.75058783
#> PROBE_STOP_23.pupil_raw_deblink_detransient 46.75058783
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate 46.75058783
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt 44.20880062
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.09742589
#> PROBE_START_24.pupil_raw 14.64897395
#> PROBE_START_24.pupil_raw_deblink 14.64897395
#> PROBE_START_24.pupil_raw_deblink_detransient 14.64897395
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 14.64897395
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 8.15804826
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.01797844
#> PROBE_STOP_24.pupil_raw 71.34731950
#> PROBE_STOP_24.pupil_raw_deblink 71.34731950
#> PROBE_STOP_24.pupil_raw_deblink_detransient 71.34731950
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate 71.34731950
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt 69.20431208
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.15251017
#> PROBE_START_25.pupil_raw 25.10132303
#> PROBE_START_25.pupil_raw_deblink 25.10132303
#> PROBE_START_25.pupil_raw_deblink_detransient 25.10132303
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 25.10132303
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 21.23178857
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.04678991
#> PROBE_STOP_25.pupil_raw 78.38380633
#> PROBE_STOP_25.pupil_raw_deblink 78.38380633
#> PROBE_STOP_25.pupil_raw_deblink_detransient 78.38380633
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate 78.38380633
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt 80.27863046
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.17691539
#> PROBE_START_26.pupil_raw 14.94516511
#> PROBE_START_26.pupil_raw_deblink 14.94516511
#> PROBE_START_26.pupil_raw_deblink_detransient 14.94516511
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 14.94516511
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 11.00293946
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.02424791
#> PROBE_STOP_26.pupil_raw 25.89951305
#> PROBE_STOP_26.pupil_raw_deblink 25.89951305
#> PROBE_STOP_26.pupil_raw_deblink_detransient 25.89951305
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate 25.89951305
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt 25.86194518
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.05699370
#> epoch_pupil_sd
#> PROBE_START_22.pupil_raw 273.2746093
#> PROBE_START_22.pupil_raw_deblink 273.2746093
#> PROBE_START_22.pupil_raw_deblink_detransient 273.2746093
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 273.2746093
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 272.9577740
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.6015353
#> PROBE_STOP_22.pupil_raw 351.0490369
#> PROBE_STOP_22.pupil_raw_deblink 351.0490369
#> PROBE_STOP_22.pupil_raw_deblink_detransient 351.0490369
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate 351.0490369
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt 350.9249533
#> PROBE_STOP_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.7733568
#> PROBE_START_23.pupil_raw 301.6715758
#> PROBE_START_23.pupil_raw_deblink 301.6715758
#> PROBE_START_23.pupil_raw_deblink_detransient 301.6715758
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 301.6715758
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 301.5107621
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.6644594
#> PROBE_STOP_23.pupil_raw 584.8573616
#> PROBE_STOP_23.pupil_raw_deblink 584.8573616
#> PROBE_STOP_23.pupil_raw_deblink_detransient 584.8573616
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate 584.8573616
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt 584.6805383
#> PROBE_STOP_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.2884996
#> PROBE_START_24.pupil_raw 319.7413904
#> PROBE_START_24.pupil_raw_deblink 319.7413904
#> PROBE_START_24.pupil_raw_deblink_detransient 319.7413904
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 319.7413904
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 319.5755099
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.7042699
#> PROBE_STOP_24.pupil_raw 350.6011604
#> PROBE_STOP_24.pupil_raw_deblink 350.6011604
#> PROBE_STOP_24.pupil_raw_deblink_detransient 350.6011604
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate 350.6011604
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt 350.3972600
#> PROBE_STOP_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.7721939
#> PROBE_START_25.pupil_raw 317.4978075
#> PROBE_START_25.pupil_raw_deblink 254.8826566
#> PROBE_START_25.pupil_raw_deblink_detransient 254.8826566
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 264.6388087
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 264.3601953
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.5825883
#> PROBE_STOP_25.pupil_raw 187.9236423
#> PROBE_STOP_25.pupil_raw_deblink 187.9236423
#> PROBE_STOP_25.pupil_raw_deblink_detransient 187.9236423
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate 187.9236423
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt 187.5792866
#> PROBE_STOP_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.4133810
#> PROBE_START_26.pupil_raw 301.7037201
#> PROBE_START_26.pupil_raw_deblink 301.7037201
#> PROBE_START_26.pupil_raw_deblink_detransient 301.7037201
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 301.7037201
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 301.3726523
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.6641551
#> PROBE_STOP_26.pupil_raw 452.3483977
#> PROBE_STOP_26.pupil_raw_deblink 452.3483977
#> PROBE_STOP_26.pupil_raw_deblink_detransient 452.3483977
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate 452.3483977
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt 452.1269805
#> PROBE_STOP_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.9963825
#>
#>
#>
#> $confounds$epoched_epoch_wide
#> $confounds$epoched_epoch_wide$epoch_probe
#> $confounds$epoched_epoch_wide$epoch_probe$block_1
#> matched_event text_unique n_samples n_blinks_in_baseline
#> PROBE_START_22 PROBE_START_22 PROBE_START_22 2000 NA
#> PROBE_STOP_22 PROBE_STOP_22 PROBE_STOP_22 2000 NA
#> PROBE_START_23 PROBE_START_23 PROBE_START_23 2000 NA
#> PROBE_STOP_23 PROBE_STOP_23 PROBE_STOP_23 2000 NA
#> PROBE_START_24 PROBE_START_24 PROBE_START_24 2000 NA
#> PROBE_STOP_24 PROBE_STOP_24 PROBE_STOP_24 2000 NA
#> PROBE_START_25 PROBE_START_25 PROBE_START_25 2000 NA
#> PROBE_STOP_25 PROBE_STOP_25 PROBE_STOP_25 2000 NA
#> PROBE_START_26 PROBE_START_26 PROBE_START_26 2000 NA
#> PROBE_STOP_26 PROBE_STOP_26 PROBE_STOP_26 2000 NA
#> time_to_first_blink_ms epoch_duration_ms
#> PROBE_START_22 NA 1999
#> PROBE_STOP_22 NA 1999
#> PROBE_START_23 NA 1999
#> PROBE_STOP_23 NA 1999
#> PROBE_START_24 NA 1999
#> PROBE_STOP_24 NA 1999
#> PROBE_START_25 295 1999
#> PROBE_STOP_25 NA 1999
#> PROBE_START_26 NA 1999
#> PROBE_STOP_26 NA 1999
#>
#>
#>
#>
#> $params
#> $params$epoch
#> pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE)
#>
#>
#> $epoch_probe
#> $epoch_probe$block_1
#> # A tibble: 20,000 × 20
#> block time_orig timebin time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11335474 0 0.983 975. 545. R 1000 diameter 6138
#> 2 1 11335475 0.00100 0.984 975. 544. R 1000 diameter 6144
#> 3 1 11335476 0.00200 0.985 975. 544 R 1000 diameter 6146
#> 4 1 11335477 0.00300 0.986 976. 544. R 1000 diameter 6143
#> 5 1 11335478 0.00400 0.987 975. 545 R 1000 diameter 6141
#> 6 1 11335479 0.00500 0.988 975. 545. R 1000 diameter 6140
#> 7 1 11335480 0.00600 0.989 975. 544. R 1000 diameter 6137
#> 8 1 11335481 0.00700 0.99 975. 544. R 1000 diameter 6127
#> 9 1 11335482 0.00800 0.991 975 545. R 1000 diameter 6119
#> 10 1 11335483 0.00900 0.992 975. 546. R 1000 diameter 6113
#> # ℹ 19,990 more rows
#> # ℹ 10 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>,
#> # text_unique <chr>, template <chr>, matching_pattern <chr>, …
#>
#> $epoch_probe$info
#> $epoch_probe$info$block_1
#> $epoch_probe$info$block_1$calc_baseline
#> [1] FALSE
#>
#> $epoch_probe$info$block_1$apply_baseline
#> [1] FALSE
#>
#> $epoch_probe$info$block_1$epoch_events
#> [1] "PROBE*"
#>
#> $epoch_probe$info$block_1$epoch_limits
#> [1] -1 1
#>
#> $epoch_probe$info$block_1$n_epochs
#> [1] 10
#>
#>
#>
#>
#> attr(,"class")
#> [1] "eyeris"
# example 2: select all samples between each trial
eye_preproc |>
eyeris::epoch(events = "TRIALID {trial}")
#> ℹ Epoching pupil data...
#> ℹ Block 1: found 5 matching events for TRIALIDtrial
#> ✔ Done!
#> ✔ Block 1: pupil data from 5 unique event messages extracted
#> ✔ Pupil epoching completed in 0.09 seconds
#> ℹ Recalculating epoched confounds for new epochs...
#> $file
#> [1] "/home/runner/work/_temp/Library/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 14
#> block time_orig time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11334491 0 982. 555. R 1000 diameter 6198
#> 2 1 11334492 0.001 981. 554. R 1000 diameter 6201
#> 3 1 11334493 0.002 981 553. R 1000 diameter 6201
#> 4 1 11334494 0.003 981. 554. R 1000 diameter 6202
#> 5 1 11334495 0.004 981. 554. R 1000 diameter 6202
#> 6 1 11334496 0.005 981. 553 R 1000 diameter 6200
#> 7 1 11334497 0.006 982. 551. R 1000 diameter 6198
#> 8 1 11334498 0.007 983 550. R 1000 diameter 6196
#> 9 1 11334499 0.008 984. 551. R 1000 diameter 6196
#> 10 1 11334500 0.009 983. 552. R 1000 diameter 6199
#> # ℹ 20,757 more rows
#> # ℹ 5 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>
#>
#>
#> $events
#> $events$block_1
#> # A tibble: 67 × 4
#> block time text text_unique
#> <dbl> <dbl> <chr> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START EXP_START
#> 3 1 11334491 TRIALID 22 TRIALID 22
#> 4 1 11334491 START_TRIAL_22 START_TRIAL_22
#> 5 1 11334491 CUE_START_22 CUE_START_22
#> 6 1 11335466 CUE_STOP_22 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22 PROBE_START_22
#> 10 1 11337158 RESPONSE_22 RESPONSE_22
#> # ℹ 57 more rows
#>
#>
#> $blinks
#> $blinks$block_1
#> # A tibble: 1 × 5
#> block stime etime dur eye
#> <dbl> <dbl> <dbl> <dbl> <fct>
#> 1 1 11348253 11348308 56 R
#>
#>
#> $info
#> date model version sample.rate cr left right mono
#> 1 2009-01-11 02:40:47 EyeLink 1000 4.594 1000 TRUE FALSE TRUE TRUE
#> screen.x screen.y mount filter.level
#> 1 1920 1080 Desktop / Monocular / Head Stabilized 2
#> sample.dtype event.dtype pupil.dtype velocity resolution htarg input buttons
#> 1 GAZE GAZE DIAMETER FALSE FALSE FALSE TRUE FALSE
#>
#> $latest
#> [1] "pupil_raw_epoch"
#>
#> $confounds
#> $confounds$unepoched_timeseries
#> $confounds$unepoched_timeseries$block_1
#> $confounds$unepoched_timeseries$block_1$pupil_raw
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 74 0.003563346 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 74 74 74 74
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 74 74 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 0.00014446 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 56 56 56
#> total_blink_time_ms prop_blink_time
#> 1 56 0.002696716
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt_z
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#>
#>
#> $confounds$epoched_timeseries
#> $confounds$epoched_timeseries$epoch_trialidTrial
#> $confounds$epoched_timeseries$epoch_trialidTrial$block_1
#> matched_event
#> TRIALID 22.pupil_raw TRIALID 22
#> TRIALID 22.pupil_raw_deblink TRIALID 22
#> TRIALID 22.pupil_raw_deblink_detransient TRIALID 22
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate TRIALID 22
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt TRIALID 22
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt_z TRIALID 22
#> TRIALID 23.pupil_raw TRIALID 23
#> TRIALID 23.pupil_raw_deblink TRIALID 23
#> TRIALID 23.pupil_raw_deblink_detransient TRIALID 23
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate TRIALID 23
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt TRIALID 23
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt_z TRIALID 23
#> TRIALID 24.pupil_raw TRIALID 24
#> TRIALID 24.pupil_raw_deblink TRIALID 24
#> TRIALID 24.pupil_raw_deblink_detransient TRIALID 24
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate TRIALID 24
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt TRIALID 24
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt_z TRIALID 24
#> TRIALID 25.pupil_raw TRIALID 25
#> TRIALID 25.pupil_raw_deblink TRIALID 25
#> TRIALID 25.pupil_raw_deblink_detransient TRIALID 25
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate TRIALID 25
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt TRIALID 25
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt_z TRIALID 25
#> TRIALID 26.pupil_raw TRIALID 26
#> TRIALID 26.pupil_raw_deblink TRIALID 26
#> TRIALID 26.pupil_raw_deblink_detransient TRIALID 26
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate TRIALID 26
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt TRIALID 26
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt_z TRIALID 26
#> text_unique
#> TRIALID 22.pupil_raw TRIALID 22
#> TRIALID 22.pupil_raw_deblink TRIALID 22
#> TRIALID 22.pupil_raw_deblink_detransient TRIALID 22
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate TRIALID 22
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt TRIALID 22
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt_z TRIALID 22
#> TRIALID 23.pupil_raw TRIALID 23
#> TRIALID 23.pupil_raw_deblink TRIALID 23
#> TRIALID 23.pupil_raw_deblink_detransient TRIALID 23
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate TRIALID 23
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt TRIALID 23
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt_z TRIALID 23
#> TRIALID 24.pupil_raw TRIALID 24
#> TRIALID 24.pupil_raw_deblink TRIALID 24
#> TRIALID 24.pupil_raw_deblink_detransient TRIALID 24
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate TRIALID 24
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt TRIALID 24
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt_z TRIALID 24
#> TRIALID 25.pupil_raw TRIALID 25
#> TRIALID 25.pupil_raw_deblink TRIALID 25
#> TRIALID 25.pupil_raw_deblink_detransient TRIALID 25
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate TRIALID 25
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt TRIALID 25
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt_z TRIALID 25
#> TRIALID 26.pupil_raw TRIALID 26
#> TRIALID 26.pupil_raw_deblink TRIALID 26
#> TRIALID 26.pupil_raw_deblink_detransient TRIALID 26
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate TRIALID 26
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt TRIALID 26
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt_z TRIALID 26
#> step
#> TRIALID 22.pupil_raw raw
#> TRIALID 22.pupil_raw_deblink raw_deblink
#> TRIALID 22.pupil_raw_deblink_detransient raw_deblink_detransient
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> TRIALID 23.pupil_raw raw
#> TRIALID 23.pupil_raw_deblink raw_deblink
#> TRIALID 23.pupil_raw_deblink_detransient raw_deblink_detransient
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> TRIALID 24.pupil_raw raw
#> TRIALID 24.pupil_raw_deblink raw_deblink
#> TRIALID 24.pupil_raw_deblink_detransient raw_deblink_detransient
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> TRIALID 25.pupil_raw raw
#> TRIALID 25.pupil_raw_deblink raw_deblink
#> TRIALID 25.pupil_raw_deblink_detransient raw_deblink_detransient
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> TRIALID 26.pupil_raw raw
#> TRIALID 26.pupil_raw_deblink raw_deblink
#> TRIALID 26.pupil_raw_deblink_detransient raw_deblink_detransient
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> range
#> TRIALID 22.pupil_raw 1051.000000
#> TRIALID 22.pupil_raw_deblink 1051.000000
#> TRIALID 22.pupil_raw_deblink_detransient 1051.000000
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate 1051.000000
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt 1010.411304
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.226711
#> TRIALID 23.pupil_raw 1699.000000
#> TRIALID 23.pupil_raw_deblink 1699.000000
#> TRIALID 23.pupil_raw_deblink_detransient 1699.000000
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate 1699.000000
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt 1660.799078
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 3.660014
#> TRIALID 24.pupil_raw 1129.000000
#> TRIALID 24.pupil_raw_deblink 1129.000000
#> TRIALID 24.pupil_raw_deblink_detransient 1129.000000
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate 1129.000000
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt 1080.197345
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.380503
#> TRIALID 25.pupil_raw 2623.000000
#> TRIALID 25.pupil_raw_deblink 801.000000
#> TRIALID 25.pupil_raw_deblink_detransient 801.000000
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate 801.000000
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt 762.593460
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.680578
#> TRIALID 26.pupil_raw 1233.000000
#> TRIALID 26.pupil_raw_deblink 1233.000000
#> TRIALID 26.pupil_raw_deblink_detransient 1233.000000
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate 1233.000000
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt 1193.686675
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.630607
#> zscore_max
#> TRIALID 22.pupil_raw 2.490071
#> TRIALID 22.pupil_raw_deblink 2.490071
#> TRIALID 22.pupil_raw_deblink_detransient 2.490071
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate 2.490071
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt 2.439503
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.439503
#> TRIALID 23.pupil_raw 1.530465
#> TRIALID 23.pupil_raw_deblink 1.530465
#> TRIALID 23.pupil_raw_deblink_detransient 1.530465
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate 1.530465
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt 1.495395
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.495395
#> TRIALID 24.pupil_raw 2.577989
#> TRIALID 24.pupil_raw_deblink 2.577989
#> TRIALID 24.pupil_raw_deblink_detransient 2.577989
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate 2.577989
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt 2.527746
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.527746
#> TRIALID 25.pupil_raw 1.249154
#> TRIALID 25.pupil_raw_deblink 1.404358
#> TRIALID 25.pupil_raw_deblink_detransient 1.404358
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate 1.348912
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt 1.328217
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.328217
#> TRIALID 26.pupil_raw 1.408278
#> TRIALID 26.pupil_raw_deblink 1.408278
#> TRIALID 26.pupil_raw_deblink_detransient 1.408278
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate 1.408278
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt 1.362168
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.362168
#> zscore_min
#> TRIALID 22.pupil_raw -1.541761
#> TRIALID 22.pupil_raw_deblink -1.541761
#> TRIALID 22.pupil_raw_deblink_detransient -1.541761
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate -1.541761
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt -1.441105
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.441105
#> TRIALID 23.pupil_raw -1.768285
#> TRIALID 23.pupil_raw_deblink -1.768285
#> TRIALID 23.pupil_raw_deblink_detransient -1.768285
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate -1.768285
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt -1.729627
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.729627
#> TRIALID 24.pupil_raw -1.304978
#> TRIALID 24.pupil_raw_deblink -1.304978
#> TRIALID 24.pupil_raw_deblink_detransient -1.304978
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate -1.304978
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt -1.190890
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.190890
#> TRIALID 25.pupil_raw -8.332182
#> TRIALID 25.pupil_raw_deblink -1.994270
#> TRIALID 25.pupil_raw_deblink_detransient -1.994270
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate -2.025371
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt -1.888713
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.888713
#> TRIALID 26.pupil_raw -1.618063
#> TRIALID 26.pupil_raw_deblink -1.618063
#> TRIALID 26.pupil_raw_deblink_detransient -1.618063
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate -1.618063
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt -1.568550
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.568550
#> prop_blink_time
#> TRIALID 22.pupil_raw 0.00000000
#> TRIALID 22.pupil_raw_deblink 0.00000000
#> TRIALID 22.pupil_raw_deblink_detransient 0.00000000
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate 0.00000000
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> TRIALID 23.pupil_raw 0.00000000
#> TRIALID 23.pupil_raw_deblink 0.00000000
#> TRIALID 23.pupil_raw_deblink_detransient 0.00000000
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate 0.00000000
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> TRIALID 24.pupil_raw 0.00000000
#> TRIALID 24.pupil_raw_deblink 0.00000000
#> TRIALID 24.pupil_raw_deblink_detransient 0.00000000
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate 0.00000000
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> TRIALID 25.pupil_raw 0.01371877
#> TRIALID 25.pupil_raw_deblink 0.03821656
#> TRIALID 25.pupil_raw_deblink_detransient 0.03821656
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate 0.00000000
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> TRIALID 26.pupil_raw 0.00000000
#> TRIALID 26.pupil_raw_deblink 0.00000000
#> TRIALID 26.pupil_raw_deblink_detransient 0.00000000
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate 0.00000000
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> pre_epoch_pupil_sd
#> TRIALID 22.pupil_raw NA
#> TRIALID 22.pupil_raw_deblink NA
#> TRIALID 22.pupil_raw_deblink_detransient NA
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate NA
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt NA
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt_z NA
#> TRIALID 23.pupil_raw 86.34015974
#> TRIALID 23.pupil_raw_deblink 86.34015974
#> TRIALID 23.pupil_raw_deblink_detransient 86.34015974
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate 86.34015974
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt 84.79679303
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.18687237
#> TRIALID 24.pupil_raw 18.26353924
#> TRIALID 24.pupil_raw_deblink 18.26353924
#> TRIALID 24.pupil_raw_deblink_detransient 18.26353924
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate 18.26353924
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt 11.43586001
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.02520197
#> TRIALID 25.pupil_raw 30.34911049
#> TRIALID 25.pupil_raw_deblink 30.34911049
#> TRIALID 25.pupil_raw_deblink_detransient 30.34911049
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate 30.34911049
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt 28.25587747
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.06226937
#> TRIALID 26.pupil_raw 20.71891966
#> TRIALID 26.pupil_raw_deblink 20.71891966
#> TRIALID 26.pupil_raw_deblink_detransient 20.71891966
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate 20.71891966
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt 18.80561007
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.04144318
#> epoch_pupil_sd
#> TRIALID 22.pupil_raw 260.6755400
#> TRIALID 22.pupil_raw_deblink 260.6755400
#> TRIALID 22.pupil_raw_deblink_detransient 260.6755400
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate 260.6755400
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt 260.3745056
#> TRIALID 22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.5738047
#> TRIALID 23.pupil_raw 515.0436351
#> TRIALID 23.pupil_raw_deblink 515.0436351
#> TRIALID 23.pupil_raw_deblink_detransient 515.0436351
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate 515.0436351
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt 514.9730079
#> TRIALID 23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.1348805
#> TRIALID 24.pupil_raw 290.7570136
#> TRIALID 24.pupil_raw_deblink 290.7570136
#> TRIALID 24.pupil_raw_deblink_detransient 290.7570136
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate 290.7570136
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt 290.4821565
#> TRIALID 24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.6401550
#> TRIALID 25.pupil_raw 273.7613846
#> TRIALID 25.pupil_raw_deblink 235.6833492
#> TRIALID 25.pupil_raw_deblink_detransient 235.6833492
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate 237.3837795
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt 237.0562460
#> TRIALID 25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.5224167
#> TRIALID 26.pupil_raw 407.4226665
#> TRIALID 26.pupil_raw_deblink 407.4226665
#> TRIALID 26.pupil_raw_deblink_detransient 407.4226665
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate 407.4226665
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt 407.3017061
#> TRIALID 26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.8975980
#>
#>
#>
#> $confounds$epoched_epoch_wide
#> $confounds$epoched_epoch_wide$epoch_trialidTrial
#> $confounds$epoched_epoch_wide$epoch_trialidTrial$block_1
#> matched_event text_unique n_samples n_blinks_in_baseline
#> TRIALID 22 TRIALID 22 TRIALID 22 4200 NA
#> TRIALID 23 TRIALID 23 TRIALID 23 4117 NA
#> TRIALID 24 TRIALID 24 TRIALID 24 4167 NA
#> TRIALID 25 TRIALID 25 TRIALID 25 4083 NA
#> TRIALID 26 TRIALID 26 TRIALID 26 4083 NA
#> time_to_first_blink_ms epoch_duration_ms
#> TRIALID 22 NA 4199
#> TRIALID 23 NA 4116
#> TRIALID 24 NA 4166
#> TRIALID 25 1278 4082
#> TRIALID 26 NA 4082
#>
#>
#>
#>
#> $params
#> $params$epoch
#> pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE)
#>
#>
#> $epoch_trialidTrial
#> $epoch_trialidTrial$block_1
#> # A tibble: 20,650 × 20
#> block time_orig time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11334491 0 982. 555. R 1000 diameter 6198
#> 2 1 11334492 0.001 981. 554. R 1000 diameter 6201
#> 3 1 11334493 0.002 981 553. R 1000 diameter 6201
#> 4 1 11334494 0.003 981. 554. R 1000 diameter 6202
#> 5 1 11334495 0.004 981. 554. R 1000 diameter 6202
#> 6 1 11334496 0.005 981. 553 R 1000 diameter 6200
#> 7 1 11334497 0.006 982. 551. R 1000 diameter 6198
#> 8 1 11334498 0.007 983 550. R 1000 diameter 6196
#> 9 1 11334499 0.008 984. 551. R 1000 diameter 6196
#> 10 1 11334500 0.009 983. 552. R 1000 diameter 6199
#> # ℹ 20,640 more rows
#> # ℹ 11 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>, timebin <dbl>,
#> # text_unique <chr>, template <chr>, matching_pattern <chr>, …
#>
#> $epoch_trialidTrial$info
#> $epoch_trialidTrial$info$block_1
#> $epoch_trialidTrial$info$block_1$calc_baseline
#> [1] FALSE
#>
#> $epoch_trialidTrial$info$block_1$apply_baseline
#> [1] FALSE
#>
#> $epoch_trialidTrial$info$block_1$epoch_events
#> [1] "TRIALID {trial}"
#>
#> $epoch_trialidTrial$info$block_1$epoch_limits
#> NULL
#>
#> $epoch_trialidTrial$info$block_1$n_epochs
#> [1] 5
#>
#>
#>
#>
#> attr(,"class")
#> [1] "eyeris"
# example 3: grab the 1 second following probe onset
eye_preproc |>
eyeris::epoch(
events = "PROBE_START_{trial}",
limits = c(0, 1)
)
#> ℹ Epoching pupil data...
#> ℹ Block 1: found 5 matching events for PROBESTARTtrial
#> ✔ Done!
#> ✔ Block 1: pupil data from 5 unique event messages extracted
#> ✔ Pupil epoching completed in 0.07 seconds
#> ℹ Recalculating epoched confounds for new epochs...
#> $file
#> [1] "/home/runner/work/_temp/Library/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 14
#> block time_orig time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11334491 0 982. 555. R 1000 diameter 6198
#> 2 1 11334492 0.001 981. 554. R 1000 diameter 6201
#> 3 1 11334493 0.002 981 553. R 1000 diameter 6201
#> 4 1 11334494 0.003 981. 554. R 1000 diameter 6202
#> 5 1 11334495 0.004 981. 554. R 1000 diameter 6202
#> 6 1 11334496 0.005 981. 553 R 1000 diameter 6200
#> 7 1 11334497 0.006 982. 551. R 1000 diameter 6198
#> 8 1 11334498 0.007 983 550. R 1000 diameter 6196
#> 9 1 11334499 0.008 984. 551. R 1000 diameter 6196
#> 10 1 11334500 0.009 983. 552. R 1000 diameter 6199
#> # ℹ 20,757 more rows
#> # ℹ 5 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>
#>
#>
#> $events
#> $events$block_1
#> # A tibble: 67 × 4
#> block time text text_unique
#> <dbl> <dbl> <chr> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START EXP_START
#> 3 1 11334491 TRIALID 22 TRIALID 22
#> 4 1 11334491 START_TRIAL_22 START_TRIAL_22
#> 5 1 11334491 CUE_START_22 CUE_START_22
#> 6 1 11335466 CUE_STOP_22 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22 PROBE_START_22
#> 10 1 11337158 RESPONSE_22 RESPONSE_22
#> # ℹ 57 more rows
#>
#>
#> $blinks
#> $blinks$block_1
#> # A tibble: 1 × 5
#> block stime etime dur eye
#> <dbl> <dbl> <dbl> <dbl> <fct>
#> 1 1 11348253 11348308 56 R
#>
#>
#> $info
#> date model version sample.rate cr left right mono
#> 1 2009-01-11 02:40:47 EyeLink 1000 4.594 1000 TRUE FALSE TRUE TRUE
#> screen.x screen.y mount filter.level
#> 1 1920 1080 Desktop / Monocular / Head Stabilized 2
#> sample.dtype event.dtype pupil.dtype velocity resolution htarg input buttons
#> 1 GAZE GAZE DIAMETER FALSE FALSE FALSE TRUE FALSE
#>
#> $latest
#> [1] "pupil_raw_epoch"
#>
#> $confounds
#> $confounds$unepoched_timeseries
#> $confounds$unepoched_timeseries$block_1
#> $confounds$unepoched_timeseries$block_1$pupil_raw
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 74 0.003563346 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 74 74 74 74
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 74 74 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 0.00014446 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 56 56 56
#> total_blink_time_ms prop_blink_time
#> 1 56 0.002696716
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt_z
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#>
#>
#> $confounds$epoched_timeseries
#> $confounds$epoched_timeseries$epoch_probeStartTrial
#> $confounds$epoched_timeseries$epoch_probeStartTrial$block_1
#> matched_event
#> PROBE_START_22.pupil_raw PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_22
#> PROBE_START_23.pupil_raw PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_23
#> PROBE_START_24.pupil_raw PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_24
#> PROBE_START_25.pupil_raw PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_25
#> PROBE_START_26.pupil_raw PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_26
#> text_unique
#> PROBE_START_22.pupil_raw PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_22
#> PROBE_START_23.pupil_raw PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_23
#> PROBE_START_24.pupil_raw PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_24
#> PROBE_START_25.pupil_raw PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_25
#> PROBE_START_26.pupil_raw PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_26
#> step
#> PROBE_START_22.pupil_raw raw
#> PROBE_START_22.pupil_raw_deblink raw_deblink
#> PROBE_START_22.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_23.pupil_raw raw
#> PROBE_START_23.pupil_raw_deblink raw_deblink
#> PROBE_START_23.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_24.pupil_raw raw
#> PROBE_START_24.pupil_raw_deblink raw_deblink
#> PROBE_START_24.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_25.pupil_raw raw
#> PROBE_START_25.pupil_raw_deblink raw_deblink
#> PROBE_START_25.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_26.pupil_raw raw
#> PROBE_START_26.pupil_raw_deblink raw_deblink
#> PROBE_START_26.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> range
#> PROBE_START_22.pupil_raw 998.0000000
#> PROBE_START_22.pupil_raw_deblink 998.0000000
#> PROBE_START_22.pupil_raw_deblink_detransient 998.0000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 998.0000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 971.1301965
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.1401446
#> PROBE_START_23.pupil_raw 1260.0000000
#> PROBE_START_23.pupil_raw_deblink 1260.0000000
#> PROBE_START_23.pupil_raw_deblink_detransient 1260.0000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 1260.0000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 1231.7028625
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.7143860
#> PROBE_START_24.pupil_raw 889.0000000
#> PROBE_START_24.pupil_raw_deblink 889.0000000
#> PROBE_START_24.pupil_raw_deblink_detransient 889.0000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 889.0000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 861.9328918
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.8994992
#> PROBE_START_25.pupil_raw 320.0000000
#> PROBE_START_25.pupil_raw_deblink 320.0000000
#> PROBE_START_25.pupil_raw_deblink_detransient 320.0000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 320.0000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 258.3466336
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.5693358
#> PROBE_START_26.pupil_raw 1046.0000000
#> PROBE_START_26.pupil_raw_deblink 1046.0000000
#> PROBE_START_26.pupil_raw_deblink_detransient 1046.0000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 1046.0000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 991.3022946
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.1845992
#> zscore_max
#> PROBE_START_22.pupil_raw 1.212828
#> PROBE_START_22.pupil_raw_deblink 1.212828
#> PROBE_START_22.pupil_raw_deblink_detransient 1.212828
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 1.212828
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 1.171161
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.171161
#> PROBE_START_23.pupil_raw 1.187923
#> PROBE_START_23.pupil_raw_deblink 1.187923
#> PROBE_START_23.pupil_raw_deblink_detransient 1.187923
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 1.187923
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 1.143733
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.143733
#> PROBE_START_24.pupil_raw 1.426172
#> PROBE_START_24.pupil_raw_deblink 1.426172
#> PROBE_START_24.pupil_raw_deblink_detransient 1.426172
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 1.426172
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 1.371809
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.371809
#> PROBE_START_25.pupil_raw 1.319130
#> PROBE_START_25.pupil_raw_deblink 1.319130
#> PROBE_START_25.pupil_raw_deblink_detransient 1.319130
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 1.319130
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 1.053828
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.053828
#> PROBE_START_26.pupil_raw 1.101652
#> PROBE_START_26.pupil_raw_deblink 1.101652
#> PROBE_START_26.pupil_raw_deblink_detransient 1.101652
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 1.101652
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 1.038116
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.038116
#> zscore_min
#> PROBE_START_22.pupil_raw -1.840736
#> PROBE_START_22.pupil_raw_deblink -1.840736
#> PROBE_START_22.pupil_raw_deblink_detransient -1.840736
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate -1.840736
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt -1.802933
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.802933
#> PROBE_START_23.pupil_raw -1.896783
#> PROBE_START_23.pupil_raw_deblink -1.896783
#> PROBE_START_23.pupil_raw_deblink_detransient -1.896783
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate -1.896783
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt -1.872208
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.872208
#> PROBE_START_24.pupil_raw -1.779584
#> PROBE_START_24.pupil_raw_deblink -1.779584
#> PROBE_START_24.pupil_raw_deblink_detransient -1.779584
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate -1.779584
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt -1.736967
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.736967
#> PROBE_START_25.pupil_raw -1.713636
#> PROBE_START_25.pupil_raw_deblink -1.713636
#> PROBE_START_25.pupil_raw_deblink_detransient -1.713636
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate -1.713636
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt -1.405919
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.405919
#> PROBE_START_26.pupil_raw -1.825580
#> PROBE_START_26.pupil_raw_deblink -1.825580
#> PROBE_START_26.pupil_raw_deblink_detransient -1.825580
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate -1.825580
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt -1.737069
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.737069
#> prop_blink_time
#> PROBE_START_22.pupil_raw 0
#> PROBE_START_22.pupil_raw_deblink 0
#> PROBE_START_22.pupil_raw_deblink_detransient 0
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_23.pupil_raw 0
#> PROBE_START_23.pupil_raw_deblink 0
#> PROBE_START_23.pupil_raw_deblink_detransient 0
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_24.pupil_raw 0
#> PROBE_START_24.pupil_raw_deblink 0
#> PROBE_START_24.pupil_raw_deblink_detransient 0
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_25.pupil_raw 0
#> PROBE_START_25.pupil_raw_deblink 0
#> PROBE_START_25.pupil_raw_deblink_detransient 0
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_26.pupil_raw 0
#> PROBE_START_26.pupil_raw_deblink 0
#> PROBE_START_26.pupil_raw_deblink_detransient 0
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> pre_epoch_pupil_sd
#> PROBE_START_22.pupil_raw 43.51043507
#> PROBE_START_22.pupil_raw_deblink 43.51043507
#> PROBE_START_22.pupil_raw_deblink_detransient 43.51043507
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 43.51043507
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 42.09339080
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.09276402
#> PROBE_START_23.pupil_raw 41.04019932
#> PROBE_START_23.pupil_raw_deblink 41.04019932
#> PROBE_START_23.pupil_raw_deblink_detransient 41.04019932
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 41.04019932
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 39.02897700
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.08601077
#> PROBE_START_24.pupil_raw 62.93071686
#> PROBE_START_24.pupil_raw_deblink 62.93071686
#> PROBE_START_24.pupil_raw_deblink_detransient 62.93071686
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 62.93071686
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 61.28090023
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.13504882
#> PROBE_START_25.pupil_raw 40.62699823
#> PROBE_START_25.pupil_raw_deblink 40.62699823
#> PROBE_START_25.pupil_raw_deblink_detransient 40.62699823
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 40.62699823
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 40.73405825
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.08976837
#> PROBE_START_26.pupil_raw 20.27918326
#> PROBE_START_26.pupil_raw_deblink 20.27918326
#> PROBE_START_26.pupil_raw_deblink_detransient 20.27918326
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 20.27918326
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 20.61066743
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.04542111
#> epoch_pupil_sd
#> PROBE_START_22.pupil_raw 326.8312387
#> PROBE_START_22.pupil_raw_deblink 326.8312387
#> PROBE_START_22.pupil_raw_deblink_detransient 326.8312387
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 326.8312387
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 326.5297980
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.7195956
#> PROBE_START_23.pupil_raw 408.4668023
#> PROBE_START_23.pupil_raw_deblink 408.4668023
#> PROBE_START_23.pupil_raw_deblink_detransient 408.4668023
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 408.4668023
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 408.3975024
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.9000129
#> PROBE_START_24.pupil_raw 277.3137048
#> PROBE_START_24.pupil_raw_deblink 277.3137048
#> PROBE_START_24.pupil_raw_deblink_detransient 277.3137048
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 277.3137048
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 277.2579621
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.6110119
#> PROBE_START_25.pupil_raw 105.5142231
#> PROBE_START_25.pupil_raw_deblink 105.5142231
#> PROBE_START_25.pupil_raw_deblink_detransient 105.5142231
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 105.5142231
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 105.0297599
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.2314611
#> PROBE_START_26.pupil_raw 357.3341023
#> PROBE_START_26.pupil_raw_deblink 357.3341023
#> PROBE_START_26.pupil_raw_deblink_detransient 357.3341023
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 357.3341023
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 357.2021991
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.7871904
#>
#>
#>
#> $confounds$epoched_epoch_wide
#> $confounds$epoched_epoch_wide$epoch_probeStartTrial
#> $confounds$epoched_epoch_wide$epoch_probeStartTrial$block_1
#> matched_event text_unique n_samples n_blinks_in_baseline
#> PROBE_START_22 PROBE_START_22 PROBE_START_22 1000 NA
#> PROBE_START_23 PROBE_START_23 PROBE_START_23 1000 NA
#> PROBE_START_24 PROBE_START_24 PROBE_START_24 1000 NA
#> PROBE_START_25 PROBE_START_25 PROBE_START_25 1000 NA
#> PROBE_START_26 PROBE_START_26 PROBE_START_26 1000 NA
#> time_to_first_blink_ms epoch_duration_ms
#> PROBE_START_22 NA 999
#> PROBE_START_23 NA 999
#> PROBE_START_24 NA 999
#> PROBE_START_25 NA 999
#> PROBE_START_26 NA 999
#>
#>
#>
#>
#> $params
#> $params$epoch
#> pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE)
#>
#>
#> $epoch_probeStartTrial
#> $epoch_probeStartTrial$block_1
#> # A tibble: 5,000 × 20
#> block time_orig timebin time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11336474 0 1.98 972. 550. R 1000 diameter 6513
#> 2 1 11336475 0.00100 1.98 971. 551. R 1000 diameter 6512
#> 3 1 11336476 0.00200 1.98 970. 551. R 1000 diameter 6512
#> 4 1 11336477 0.00300 1.99 970. 550. R 1000 diameter 6512
#> 5 1 11336478 0.00400 1.99 971. 548. R 1000 diameter 6514
#> 6 1 11336479 0.00501 1.99 972. 547. R 1000 diameter 6516
#> 7 1 11336480 0.00601 1.99 972. 548. R 1000 diameter 6518
#> 8 1 11336481 0.00701 1.99 972. 548. R 1000 diameter 6518
#> 9 1 11336482 0.00801 1.99 972. 550. R 1000 diameter 6518
#> 10 1 11336483 0.00901 1.99 972. 550. R 1000 diameter 6517
#> # ℹ 4,990 more rows
#> # ℹ 10 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>,
#> # text_unique <chr>, template <chr>, matching_pattern <chr>, …
#>
#> $epoch_probeStartTrial$info
#> $epoch_probeStartTrial$info$block_1
#> $epoch_probeStartTrial$info$block_1$calc_baseline
#> [1] FALSE
#>
#> $epoch_probeStartTrial$info$block_1$apply_baseline
#> [1] FALSE
#>
#> $epoch_probeStartTrial$info$block_1$epoch_events
#> [1] "PROBE_START_{trial}"
#>
#> $epoch_probeStartTrial$info$block_1$epoch_limits
#> [1] 0 1
#>
#> $epoch_probeStartTrial$info$block_1$n_epochs
#> [1] 5
#>
#>
#>
#>
#> attr(,"class")
#> [1] "eyeris"
# example 4: 1 second prior to and 1 second after probe onset
eye_preproc |>
eyeris::epoch(
events = "PROBE_START_{trial}",
limits = c(-1, 1),
label = "prePostProbe" # custom epoch label name
)
#> ℹ Epoching pupil data...
#> ℹ Block 1: found 5 matching events for PROBESTARTtrial
#> ✔ Done!
#> ✔ Block 1: pupil data from 5 unique event messages extracted
#> ✔ Pupil epoching completed in 0.07 seconds
#> ℹ Recalculating epoched confounds for new epochs...
#> $file
#> [1] "/home/runner/work/_temp/Library/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 14
#> block time_orig time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11334491 0 982. 555. R 1000 diameter 6198
#> 2 1 11334492 0.001 981. 554. R 1000 diameter 6201
#> 3 1 11334493 0.002 981 553. R 1000 diameter 6201
#> 4 1 11334494 0.003 981. 554. R 1000 diameter 6202
#> 5 1 11334495 0.004 981. 554. R 1000 diameter 6202
#> 6 1 11334496 0.005 981. 553 R 1000 diameter 6200
#> 7 1 11334497 0.006 982. 551. R 1000 diameter 6198
#> 8 1 11334498 0.007 983 550. R 1000 diameter 6196
#> 9 1 11334499 0.008 984. 551. R 1000 diameter 6196
#> 10 1 11334500 0.009 983. 552. R 1000 diameter 6199
#> # ℹ 20,757 more rows
#> # ℹ 5 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>
#>
#>
#> $events
#> $events$block_1
#> # A tibble: 67 × 4
#> block time text text_unique
#> <dbl> <dbl> <chr> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START EXP_START
#> 3 1 11334491 TRIALID 22 TRIALID 22
#> 4 1 11334491 START_TRIAL_22 START_TRIAL_22
#> 5 1 11334491 CUE_START_22 CUE_START_22
#> 6 1 11335466 CUE_STOP_22 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22 PROBE_START_22
#> 10 1 11337158 RESPONSE_22 RESPONSE_22
#> # ℹ 57 more rows
#>
#>
#> $blinks
#> $blinks$block_1
#> # A tibble: 1 × 5
#> block stime etime dur eye
#> <dbl> <dbl> <dbl> <dbl> <fct>
#> 1 1 11348253 11348308 56 R
#>
#>
#> $info
#> date model version sample.rate cr left right mono
#> 1 2009-01-11 02:40:47 EyeLink 1000 4.594 1000 TRUE FALSE TRUE TRUE
#> screen.x screen.y mount filter.level
#> 1 1920 1080 Desktop / Monocular / Head Stabilized 2
#> sample.dtype event.dtype pupil.dtype velocity resolution htarg input buttons
#> 1 GAZE GAZE DIAMETER FALSE FALSE FALSE TRUE FALSE
#>
#> $latest
#> [1] "pupil_raw_epoch"
#>
#> $confounds
#> $confounds$unepoched_timeseries
#> $confounds$unepoched_timeseries$block_1
#> $confounds$unepoched_timeseries$block_1$pupil_raw
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 74 0.003563346 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 74 74 74 74
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 74 74 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 0.00014446 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 56 56 56
#> total_blink_time_ms prop_blink_time
#> 1 56 0.002696716
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt_z
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#>
#>
#> $confounds$epoched_timeseries
#> $confounds$epoched_timeseries$epoch_prePostProbe
#> $confounds$epoched_timeseries$epoch_prePostProbe$block_1
#> matched_event
#> PROBE_START_22.pupil_raw PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_22
#> PROBE_START_23.pupil_raw PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_23
#> PROBE_START_24.pupil_raw PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_24
#> PROBE_START_25.pupil_raw PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_25
#> PROBE_START_26.pupil_raw PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_26
#> text_unique
#> PROBE_START_22.pupil_raw PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_22
#> PROBE_START_23.pupil_raw PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_23
#> PROBE_START_24.pupil_raw PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_24
#> PROBE_START_25.pupil_raw PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_25
#> PROBE_START_26.pupil_raw PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_26
#> step
#> PROBE_START_22.pupil_raw raw
#> PROBE_START_22.pupil_raw_deblink raw_deblink
#> PROBE_START_22.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_23.pupil_raw raw
#> PROBE_START_23.pupil_raw_deblink raw_deblink
#> PROBE_START_23.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_24.pupil_raw raw
#> PROBE_START_24.pupil_raw_deblink raw_deblink
#> PROBE_START_24.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_25.pupil_raw raw
#> PROBE_START_25.pupil_raw_deblink raw_deblink
#> PROBE_START_25.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_26.pupil_raw raw
#> PROBE_START_26.pupil_raw_deblink raw_deblink
#> PROBE_START_26.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> range
#> PROBE_START_22.pupil_raw 998.000000
#> PROBE_START_22.pupil_raw_deblink 998.000000
#> PROBE_START_22.pupil_raw_deblink_detransient 998.000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 998.000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 971.130196
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.140145
#> PROBE_START_23.pupil_raw 1260.000000
#> PROBE_START_23.pupil_raw_deblink 1260.000000
#> PROBE_START_23.pupil_raw_deblink_detransient 1260.000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 1260.000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 1231.702862
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.714386
#> PROBE_START_24.pupil_raw 1040.000000
#> PROBE_START_24.pupil_raw_deblink 1040.000000
#> PROBE_START_24.pupil_raw_deblink_detransient 1040.000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 1040.000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 999.811746
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.203352
#> PROBE_START_25.pupil_raw 2619.000000
#> PROBE_START_25.pupil_raw_deblink 797.000000
#> PROBE_START_25.pupil_raw_deblink_detransient 797.000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 797.000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 737.992888
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.626364
#> PROBE_START_26.pupil_raw 1088.000000
#> PROBE_START_26.pupil_raw_deblink 1088.000000
#> PROBE_START_26.pupil_raw_deblink_detransient 1088.000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 1088.000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 1036.831886
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.284936
#> zscore_max
#> PROBE_START_22.pupil_raw 1.8741331
#> PROBE_START_22.pupil_raw_deblink 1.8741331
#> PROBE_START_22.pupil_raw_deblink_detransient 1.8741331
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 1.8741331
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 1.8252086
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.8252086
#> PROBE_START_23.pupil_raw 1.7529229
#> PROBE_START_23.pupil_raw_deblink 1.7529229
#> PROBE_START_23.pupil_raw_deblink_detransient 1.7529229
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 1.7529229
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 1.6937001
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.6937001
#> PROBE_START_24.pupil_raw 1.8640236
#> PROBE_START_24.pupil_raw_deblink 1.8640236
#> PROBE_START_24.pupil_raw_deblink_detransient 1.8640236
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 1.8640236
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 1.8174791
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.8174791
#> PROBE_START_25.pupil_raw 1.3800539
#> PROBE_START_25.pupil_raw_deblink 1.6486043
#> PROBE_START_25.pupil_raw_deblink_detransient 1.6486043
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 1.4772399
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 1.3809607
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.3809607
#> PROBE_START_26.pupil_raw 0.9536077
#> PROBE_START_26.pupil_raw_deblink 0.9536077
#> PROBE_START_26.pupil_raw_deblink_detransient 0.9536077
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 0.9536077
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 0.8914853
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.8914853
#> zscore_min
#> PROBE_START_22.pupil_raw -1.777871
#> PROBE_START_22.pupil_raw_deblink -1.777871
#> PROBE_START_22.pupil_raw_deblink_detransient -1.777871
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate -1.777871
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt -1.732595
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.732595
#> PROBE_START_23.pupil_raw -2.423805
#> PROBE_START_23.pupil_raw_deblink -2.423805
#> PROBE_START_23.pupil_raw_deblink_detransient -2.423805
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate -2.423805
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt -2.391404
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z -2.391404
#> PROBE_START_24.pupil_raw -1.388605
#> PROBE_START_24.pupil_raw_deblink -1.388605
#> PROBE_START_24.pupil_raw_deblink_detransient -1.388605
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate -1.388605
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt -1.311083
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.311083
#> PROBE_START_25.pupil_raw -6.868822
#> PROBE_START_25.pupil_raw_deblink -1.478325
#> PROBE_START_25.pupil_raw_deblink_detransient -1.478325
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate -1.534412
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt -1.410658
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.410658
#> PROBE_START_26.pupil_raw -2.652579
#> PROBE_START_26.pupil_raw_deblink -2.652579
#> PROBE_START_26.pupil_raw_deblink_detransient -2.652579
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate -2.652579
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt -2.548880
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z -2.548880
#> prop_blink_time
#> PROBE_START_22.pupil_raw 0.00000000
#> PROBE_START_22.pupil_raw_deblink 0.00000000
#> PROBE_START_22.pupil_raw_deblink_detransient 0.00000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> PROBE_START_23.pupil_raw 0.00000000
#> PROBE_START_23.pupil_raw_deblink 0.00000000
#> PROBE_START_23.pupil_raw_deblink_detransient 0.00000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> PROBE_START_24.pupil_raw 0.00000000
#> PROBE_START_24.pupil_raw_deblink 0.00000000
#> PROBE_START_24.pupil_raw_deblink_detransient 0.00000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> PROBE_START_25.pupil_raw 0.02801401
#> PROBE_START_25.pupil_raw_deblink 0.07803902
#> PROBE_START_25.pupil_raw_deblink_detransient 0.07803902
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> PROBE_START_26.pupil_raw 0.00000000
#> PROBE_START_26.pupil_raw_deblink 0.00000000
#> PROBE_START_26.pupil_raw_deblink_detransient 0.00000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 0.00000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 0.00000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.00000000
#> pre_epoch_pupil_sd
#> PROBE_START_22.pupil_raw 18.87011114
#> PROBE_START_22.pupil_raw_deblink 18.87011114
#> PROBE_START_22.pupil_raw_deblink_detransient 18.87011114
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 18.87011114
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 15.83341397
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.03489315
#> PROBE_START_23.pupil_raw 39.18459439
#> PROBE_START_23.pupil_raw_deblink 39.18459439
#> PROBE_START_23.pupil_raw_deblink_detransient 39.18459439
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 39.18459439
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 36.55426622
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.08055708
#> PROBE_START_24.pupil_raw 14.64897395
#> PROBE_START_24.pupil_raw_deblink 14.64897395
#> PROBE_START_24.pupil_raw_deblink_detransient 14.64897395
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 14.64897395
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 8.15804826
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.01797844
#> PROBE_START_25.pupil_raw 25.10132303
#> PROBE_START_25.pupil_raw_deblink 25.10132303
#> PROBE_START_25.pupil_raw_deblink_detransient 25.10132303
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 25.10132303
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 21.23178857
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.04678991
#> PROBE_START_26.pupil_raw 14.94516511
#> PROBE_START_26.pupil_raw_deblink 14.94516511
#> PROBE_START_26.pupil_raw_deblink_detransient 14.94516511
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 14.94516511
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 11.00293946
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.02424791
#> epoch_pupil_sd
#> PROBE_START_22.pupil_raw 273.2746093
#> PROBE_START_22.pupil_raw_deblink 273.2746093
#> PROBE_START_22.pupil_raw_deblink_detransient 273.2746093
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 273.2746093
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 272.9577740
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.6015353
#> PROBE_START_23.pupil_raw 301.6715758
#> PROBE_START_23.pupil_raw_deblink 301.6715758
#> PROBE_START_23.pupil_raw_deblink_detransient 301.6715758
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 301.6715758
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 301.5107621
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.6644594
#> PROBE_START_24.pupil_raw 319.7413904
#> PROBE_START_24.pupil_raw_deblink 319.7413904
#> PROBE_START_24.pupil_raw_deblink_detransient 319.7413904
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 319.7413904
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 319.5755099
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.7042699
#> PROBE_START_25.pupil_raw 317.4978075
#> PROBE_START_25.pupil_raw_deblink 254.8826566
#> PROBE_START_25.pupil_raw_deblink_detransient 254.8826566
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 264.6388087
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 264.3601953
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.5825883
#> PROBE_START_26.pupil_raw 301.7037201
#> PROBE_START_26.pupil_raw_deblink 301.7037201
#> PROBE_START_26.pupil_raw_deblink_detransient 301.7037201
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 301.7037201
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 301.3726523
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.6641551
#>
#>
#>
#> $confounds$epoched_epoch_wide
#> $confounds$epoched_epoch_wide$epoch_prePostProbe
#> $confounds$epoched_epoch_wide$epoch_prePostProbe$block_1
#> matched_event text_unique n_samples n_blinks_in_baseline
#> PROBE_START_22 PROBE_START_22 PROBE_START_22 2000 NA
#> PROBE_START_23 PROBE_START_23 PROBE_START_23 2000 NA
#> PROBE_START_24 PROBE_START_24 PROBE_START_24 2000 NA
#> PROBE_START_25 PROBE_START_25 PROBE_START_25 2000 NA
#> PROBE_START_26 PROBE_START_26 PROBE_START_26 2000 NA
#> time_to_first_blink_ms epoch_duration_ms
#> PROBE_START_22 NA 1999
#> PROBE_START_23 NA 1999
#> PROBE_START_24 NA 1999
#> PROBE_START_25 295 1999
#> PROBE_START_26 NA 1999
#>
#>
#>
#>
#> $params
#> $params$epoch
#> pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE)
#>
#>
#> $epoch_prePostProbe
#> $epoch_prePostProbe$block_1
#> # A tibble: 10,000 × 20
#> block time_orig timebin time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11335474 0 0.983 975. 545. R 1000 diameter 6138
#> 2 1 11335475 0.00100 0.984 975. 544. R 1000 diameter 6144
#> 3 1 11335476 0.00200 0.985 975. 544 R 1000 diameter 6146
#> 4 1 11335477 0.00300 0.986 976. 544. R 1000 diameter 6143
#> 5 1 11335478 0.00400 0.987 975. 545 R 1000 diameter 6141
#> 6 1 11335479 0.00500 0.988 975. 545. R 1000 diameter 6140
#> 7 1 11335480 0.00600 0.989 975. 544. R 1000 diameter 6137
#> 8 1 11335481 0.00700 0.99 975. 544. R 1000 diameter 6127
#> 9 1 11335482 0.00800 0.991 975 545. R 1000 diameter 6119
#> 10 1 11335483 0.00900 0.992 975. 546. R 1000 diameter 6113
#> # ℹ 9,990 more rows
#> # ℹ 10 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>,
#> # text_unique <chr>, template <chr>, matching_pattern <chr>, …
#>
#> $epoch_prePostProbe$info
#> $epoch_prePostProbe$info$block_1
#> $epoch_prePostProbe$info$block_1$calc_baseline
#> [1] FALSE
#>
#> $epoch_prePostProbe$info$block_1$apply_baseline
#> [1] FALSE
#>
#> $epoch_prePostProbe$info$block_1$epoch_events
#> [1] "PROBE_START_{trial}"
#>
#> $epoch_prePostProbe$info$block_1$epoch_limits
#> [1] -1 1
#>
#> $epoch_prePostProbe$info$block_1$n_epochs
#> [1] 5
#>
#>
#>
#>
#> attr(,"class")
#> [1] "eyeris"
# example 5: manual start/end event pairs
# note: here, the `msg` column of each data frame is optional
eye_preproc |>
eyeris::epoch(
events = list(
data.frame(time = c(11334491), msg = c("TRIALID 22")), # start events
data.frame(time = c(11337158), msg = c("RESPONSE_22")), # end events
1 # block number
),
label = "example5"
)
#> ℹ Epoching pupil data...
#> Warning: NOTE: Manual epoching only works with 1 block at a time.
#> Manual epoch input must be a list of 2 dataframes and 1 numeric:
#> - `start_events` (df), `end_events` (df), and `block` (numeric)
#> Please be sure to explicitly indicate the block number in yourinput list! (see example #9 in the documentation for more details).
#> ✔ Done!
#> ✔ Block 1: pupil data from 0 unique event messages extracted
#> ✔ Pupil epoching completed in 0.02 seconds
#> ℹ Recalculating epoched confounds for new epochs...
#> Warning: Unknown or uninitialised column: `matched_event`.
#> $file
#> [1] "/home/runner/work/_temp/Library/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 14
#> block time_orig time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11334491 0 982. 555. R 1000 diameter 6198
#> 2 1 11334492 0.001 981. 554. R 1000 diameter 6201
#> 3 1 11334493 0.002 981 553. R 1000 diameter 6201
#> 4 1 11334494 0.003 981. 554. R 1000 diameter 6202
#> 5 1 11334495 0.004 981. 554. R 1000 diameter 6202
#> 6 1 11334496 0.005 981. 553 R 1000 diameter 6200
#> 7 1 11334497 0.006 982. 551. R 1000 diameter 6198
#> 8 1 11334498 0.007 983 550. R 1000 diameter 6196
#> 9 1 11334499 0.008 984. 551. R 1000 diameter 6196
#> 10 1 11334500 0.009 983. 552. R 1000 diameter 6199
#> # ℹ 20,757 more rows
#> # ℹ 5 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>
#>
#>
#> $events
#> $events$block_1
#> # A tibble: 67 × 4
#> block time text text_unique
#> <dbl> <dbl> <chr> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START EXP_START
#> 3 1 11334491 TRIALID 22 TRIALID 22
#> 4 1 11334491 START_TRIAL_22 START_TRIAL_22
#> 5 1 11334491 CUE_START_22 CUE_START_22
#> 6 1 11335466 CUE_STOP_22 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22 PROBE_START_22
#> 10 1 11337158 RESPONSE_22 RESPONSE_22
#> # ℹ 57 more rows
#>
#>
#> $blinks
#> $blinks$block_1
#> # A tibble: 1 × 5
#> block stime etime dur eye
#> <dbl> <dbl> <dbl> <dbl> <fct>
#> 1 1 11348253 11348308 56 R
#>
#>
#> $info
#> date model version sample.rate cr left right mono
#> 1 2009-01-11 02:40:47 EyeLink 1000 4.594 1000 TRUE FALSE TRUE TRUE
#> screen.x screen.y mount filter.level
#> 1 1920 1080 Desktop / Monocular / Head Stabilized 2
#> sample.dtype event.dtype pupil.dtype velocity resolution htarg input buttons
#> 1 GAZE GAZE DIAMETER FALSE FALSE FALSE TRUE FALSE
#>
#> $latest
#> [1] "pupil_raw_epoch"
#>
#> $confounds
#> $confounds$unepoched_timeseries
#> $confounds$unepoched_timeseries$block_1
#> $confounds$unepoched_timeseries$block_1$pupil_raw
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 74 0.003563346 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 74 74 74 74
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 74 74 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 0.00014446 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 56 56 56
#> total_blink_time_ms prop_blink_time
#> 1 56 0.002696716
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt_z
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#>
#>
#> $confounds$epoched_timeseries
#> $confounds$epoched_timeseries$epoch_example5
#> list()
#>
#>
#> $confounds$epoched_epoch_wide
#> $confounds$epoched_epoch_wide$epoch_example5
#> list()
#>
#>
#>
#> $params
#> $params$epoch
#> pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE)
#>
#>
#> $epoch_example5
#> $epoch_example5$block_1
#> # A tibble: 2,667 × 19
#> block time_orig time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11334491 0 982. 555. R 1000 diameter 6198
#> 2 1 11334492 0.001 981. 554. R 1000 diameter 6201
#> 3 1 11334493 0.002 981 553. R 1000 diameter 6201
#> 4 1 11334494 0.003 981. 554. R 1000 diameter 6202
#> 5 1 11334495 0.004 981. 554. R 1000 diameter 6202
#> 6 1 11334496 0.005 981. 553 R 1000 diameter 6200
#> 7 1 11334497 0.006 982. 551. R 1000 diameter 6198
#> 8 1 11334498 0.007 983 550. R 1000 diameter 6196
#> 9 1 11334499 0.008 984. 551. R 1000 diameter 6196
#> 10 1 11334500 0.009 983. 552. R 1000 diameter 6199
#> # ℹ 2,657 more rows
#> # ℹ 10 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>, timebin <dbl>,
#> # start_time <dbl>, start_msg <chr>, end_time <dbl>, end_msg <chr>
#>
#> $epoch_example5$info
#> $epoch_example5$info$block_1
#> $epoch_example5$info$block_1$calc_baseline
#> [1] FALSE
#>
#> $epoch_example5$info$block_1$apply_baseline
#> [1] FALSE
#>
#> $epoch_example5$info$block_1$epoch_events
#> $epoch_example5$info$block_1$epoch_events[[1]]
#> time msg
#> 1 11334491 TRIALID 22
#>
#> $epoch_example5$info$block_1$epoch_events[[2]]
#> time msg
#> 1 11337158 RESPONSE_22
#>
#> $epoch_example5$info$block_1$epoch_events[[3]]
#> [1] 1
#>
#>
#> $epoch_example5$info$block_1$epoch_limits
#> NULL
#>
#> $epoch_example5$info$block_1$n_epochs
#> [1] 0
#>
#>
#>
#>
#> attr(,"class")
#> [1] "eyeris"
# example 6: manual start/end event pairs
# note: set `msg` to NA if you only want to pass in start/end timestamps
eye_preproc |>
eyeris::epoch(
events = list(
data.frame(time = c(11334491), msg = NA), # start events
data.frame(time = c(11337158), msg = NA), # end events
1 # block number
),
label = "example6"
)
#> ℹ Epoching pupil data...
#> Warning: NOTE: Manual epoching only works with 1 block at a time.
#> Manual epoch input must be a list of 2 dataframes and 1 numeric:
#> - `start_events` (df), `end_events` (df), and `block` (numeric)
#> Please be sure to explicitly indicate the block number in yourinput list! (see example #9 in the documentation for more details).
#> ✔ Done!
#> ✔ Block 1: pupil data from 0 unique event messages extracted
#> ✔ Pupil epoching completed in 0.02 seconds
#> ℹ Recalculating epoched confounds for new epochs...
#> Warning: Unknown or uninitialised column: `matched_event`.
#> $file
#> [1] "/home/runner/work/_temp/Library/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 14
#> block time_orig time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11334491 0 982. 555. R 1000 diameter 6198
#> 2 1 11334492 0.001 981. 554. R 1000 diameter 6201
#> 3 1 11334493 0.002 981 553. R 1000 diameter 6201
#> 4 1 11334494 0.003 981. 554. R 1000 diameter 6202
#> 5 1 11334495 0.004 981. 554. R 1000 diameter 6202
#> 6 1 11334496 0.005 981. 553 R 1000 diameter 6200
#> 7 1 11334497 0.006 982. 551. R 1000 diameter 6198
#> 8 1 11334498 0.007 983 550. R 1000 diameter 6196
#> 9 1 11334499 0.008 984. 551. R 1000 diameter 6196
#> 10 1 11334500 0.009 983. 552. R 1000 diameter 6199
#> # ℹ 20,757 more rows
#> # ℹ 5 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>
#>
#>
#> $events
#> $events$block_1
#> # A tibble: 67 × 4
#> block time text text_unique
#> <dbl> <dbl> <chr> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START EXP_START
#> 3 1 11334491 TRIALID 22 TRIALID 22
#> 4 1 11334491 START_TRIAL_22 START_TRIAL_22
#> 5 1 11334491 CUE_START_22 CUE_START_22
#> 6 1 11335466 CUE_STOP_22 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22 PROBE_START_22
#> 10 1 11337158 RESPONSE_22 RESPONSE_22
#> # ℹ 57 more rows
#>
#>
#> $blinks
#> $blinks$block_1
#> # A tibble: 1 × 5
#> block stime etime dur eye
#> <dbl> <dbl> <dbl> <dbl> <fct>
#> 1 1 11348253 11348308 56 R
#>
#>
#> $info
#> date model version sample.rate cr left right mono
#> 1 2009-01-11 02:40:47 EyeLink 1000 4.594 1000 TRUE FALSE TRUE TRUE
#> screen.x screen.y mount filter.level
#> 1 1920 1080 Desktop / Monocular / Head Stabilized 2
#> sample.dtype event.dtype pupil.dtype velocity resolution htarg input buttons
#> 1 GAZE GAZE DIAMETER FALSE FALSE FALSE TRUE FALSE
#>
#> $latest
#> [1] "pupil_raw_epoch"
#>
#> $confounds
#> $confounds$unepoched_timeseries
#> $confounds$unepoched_timeseries$block_1
#> $confounds$unepoched_timeseries$block_1$pupil_raw
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 74 0.003563346 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 74 74 74 74
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 74 74 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 0.00014446 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 56 56 56
#> total_blink_time_ms prop_blink_time
#> 1 56 0.002696716
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt_z
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#>
#>
#> $confounds$epoched_timeseries
#> $confounds$epoched_timeseries$epoch_example6
#> list()
#>
#>
#> $confounds$epoched_epoch_wide
#> $confounds$epoched_epoch_wide$epoch_example6
#> list()
#>
#>
#>
#> $params
#> $params$epoch
#> pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE)
#>
#>
#> $epoch_example6
#> $epoch_example6$block_1
#> # A tibble: 2,667 × 19
#> block time_orig time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11334491 0 982. 555. R 1000 diameter 6198
#> 2 1 11334492 0.001 981. 554. R 1000 diameter 6201
#> 3 1 11334493 0.002 981 553. R 1000 diameter 6201
#> 4 1 11334494 0.003 981. 554. R 1000 diameter 6202
#> 5 1 11334495 0.004 981. 554. R 1000 diameter 6202
#> 6 1 11334496 0.005 981. 553 R 1000 diameter 6200
#> 7 1 11334497 0.006 982. 551. R 1000 diameter 6198
#> 8 1 11334498 0.007 983 550. R 1000 diameter 6196
#> 9 1 11334499 0.008 984. 551. R 1000 diameter 6196
#> 10 1 11334500 0.009 983. 552. R 1000 diameter 6199
#> # ℹ 2,657 more rows
#> # ℹ 10 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>, timebin <dbl>,
#> # start_time <dbl>, start_msg <lgl>, end_time <dbl>, end_msg <lgl>
#>
#> $epoch_example6$info
#> $epoch_example6$info$block_1
#> $epoch_example6$info$block_1$calc_baseline
#> [1] FALSE
#>
#> $epoch_example6$info$block_1$apply_baseline
#> [1] FALSE
#>
#> $epoch_example6$info$block_1$epoch_events
#> $epoch_example6$info$block_1$epoch_events[[1]]
#> time msg
#> 1 11334491 NA
#>
#> $epoch_example6$info$block_1$epoch_events[[2]]
#> time msg
#> 1 11337158 NA
#>
#> $epoch_example6$info$block_1$epoch_events[[3]]
#> [1] 1
#>
#>
#> $epoch_example6$info$block_1$epoch_limits
#> NULL
#>
#> $epoch_example6$info$block_1$n_epochs
#> [1] 0
#>
#>
#>
#>
#> attr(,"class")
#> [1] "eyeris"
## examples with baseline arguments enabled
# example 7: use mean of 1-s preceding "PROBE_START" (i.e. "DELAY_STOP")
# to perform subtractive baselining of the 1-s PROBE epochs.
eye_preproc |>
eyeris::epoch(
events = "PROBE_START_{trial}",
limits = c(0, 1), # grab 0 seconds prior to and 1 second post PROBE event
label = "prePostProbe", # custom epoch label name
baseline = TRUE, # Calculate and apply baseline correction
baseline_type = "sub", # "sub"tractive baseline calculation is default
baseline_events = "DELAY_STOP_*",
baseline_period = c(-1, 0)
)
#> ℹ Epoching and baselining pupil data...
#> ℹ Block 1: found 5 matching events for PROBESTARTtrial
#> ✔ Done!
#> ✔ Block 1: pupil data from 5 unique event messages extracted
#> ✔ Block 1: 9 epochs baselined
#> ✔ Pupil epoching and baselining completed in 0.09 secs
#> ℹ Recalculating epoched confounds for new epochs...
#> $file
#> [1] "/home/runner/work/_temp/Library/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 14
#> block time_orig time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11334491 0 982. 555. R 1000 diameter 6198
#> 2 1 11334492 0.001 981. 554. R 1000 diameter 6201
#> 3 1 11334493 0.002 981 553. R 1000 diameter 6201
#> 4 1 11334494 0.003 981. 554. R 1000 diameter 6202
#> 5 1 11334495 0.004 981. 554. R 1000 diameter 6202
#> 6 1 11334496 0.005 981. 553 R 1000 diameter 6200
#> 7 1 11334497 0.006 982. 551. R 1000 diameter 6198
#> 8 1 11334498 0.007 983 550. R 1000 diameter 6196
#> 9 1 11334499 0.008 984. 551. R 1000 diameter 6196
#> 10 1 11334500 0.009 983. 552. R 1000 diameter 6199
#> # ℹ 20,757 more rows
#> # ℹ 5 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>
#>
#>
#> $events
#> $events$block_1
#> # A tibble: 67 × 4
#> block time text text_unique
#> <dbl> <dbl> <chr> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START EXP_START
#> 3 1 11334491 TRIALID 22 TRIALID 22
#> 4 1 11334491 START_TRIAL_22 START_TRIAL_22
#> 5 1 11334491 CUE_START_22 CUE_START_22
#> 6 1 11335466 CUE_STOP_22 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22 PROBE_START_22
#> 10 1 11337158 RESPONSE_22 RESPONSE_22
#> # ℹ 57 more rows
#>
#>
#> $blinks
#> $blinks$block_1
#> # A tibble: 1 × 5
#> block stime etime dur eye
#> <dbl> <dbl> <dbl> <dbl> <fct>
#> 1 1 11348253 11348308 56 R
#>
#>
#> $info
#> date model version sample.rate cr left right mono
#> 1 2009-01-11 02:40:47 EyeLink 1000 4.594 1000 TRUE FALSE TRUE TRUE
#> screen.x screen.y mount filter.level
#> 1 1920 1080 Desktop / Monocular / Head Stabilized 2
#> sample.dtype event.dtype pupil.dtype velocity resolution htarg input buttons
#> 1 GAZE GAZE DIAMETER FALSE FALSE FALSE TRUE FALSE
#>
#> $latest
#> [1] "pupil_raw_epoch"
#>
#> $confounds
#> $confounds$unepoched_timeseries
#> $confounds$unepoched_timeseries$block_1
#> $confounds$unepoched_timeseries$block_1$pupil_raw
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 74 0.003563346 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 74 74 74 74
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 74 74 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 0.00014446 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 56 56 56
#> total_blink_time_ms prop_blink_time
#> 1 56 0.002696716
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt_z
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#>
#>
#> $confounds$epoched_timeseries
#> $confounds$epoched_timeseries$epoch_prePostProbe
#> $confounds$epoched_timeseries$epoch_prePostProbe$block_1
#> matched_event
#> PROBE_START_22.pupil_raw PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_22
#> PROBE_START_22.pupil_raw_sub_bline_DELAY_STOP_ PROBE_START_22
#> PROBE_START_23.pupil_raw PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_23
#> PROBE_START_23.pupil_raw_sub_bline_DELAY_STOP_ PROBE_START_23
#> PROBE_START_24.pupil_raw PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_24
#> PROBE_START_24.pupil_raw_sub_bline_DELAY_STOP_ PROBE_START_24
#> PROBE_START_25.pupil_raw PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_25
#> PROBE_START_25.pupil_raw_sub_bline_DELAY_STOP_ PROBE_START_25
#> PROBE_START_26.pupil_raw PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_26
#> PROBE_START_26.pupil_raw_sub_bline_DELAY_STOP_ PROBE_START_26
#> text_unique
#> PROBE_START_22.pupil_raw PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_22
#> PROBE_START_22.pupil_raw_sub_bline_DELAY_STOP_ PROBE_START_22
#> PROBE_START_23.pupil_raw PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_23
#> PROBE_START_23.pupil_raw_sub_bline_DELAY_STOP_ PROBE_START_23
#> PROBE_START_24.pupil_raw PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_24
#> PROBE_START_24.pupil_raw_sub_bline_DELAY_STOP_ PROBE_START_24
#> PROBE_START_25.pupil_raw PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_25
#> PROBE_START_25.pupil_raw_sub_bline_DELAY_STOP_ PROBE_START_25
#> PROBE_START_26.pupil_raw PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_26
#> PROBE_START_26.pupil_raw_sub_bline_DELAY_STOP_ PROBE_START_26
#> step
#> PROBE_START_22.pupil_raw raw
#> PROBE_START_22.pupil_raw_deblink raw_deblink
#> PROBE_START_22.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_22.pupil_raw_sub_bline_DELAY_STOP_ raw_sub_bline_DELAY_STOP_
#> PROBE_START_23.pupil_raw raw
#> PROBE_START_23.pupil_raw_deblink raw_deblink
#> PROBE_START_23.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_23.pupil_raw_sub_bline_DELAY_STOP_ raw_sub_bline_DELAY_STOP_
#> PROBE_START_24.pupil_raw raw
#> PROBE_START_24.pupil_raw_deblink raw_deblink
#> PROBE_START_24.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_24.pupil_raw_sub_bline_DELAY_STOP_ raw_sub_bline_DELAY_STOP_
#> PROBE_START_25.pupil_raw raw
#> PROBE_START_25.pupil_raw_deblink raw_deblink
#> PROBE_START_25.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_25.pupil_raw_sub_bline_DELAY_STOP_ raw_sub_bline_DELAY_STOP_
#> PROBE_START_26.pupil_raw raw
#> PROBE_START_26.pupil_raw_deblink raw_deblink
#> PROBE_START_26.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_26.pupil_raw_sub_bline_DELAY_STOP_ raw_sub_bline_DELAY_STOP_
#> range
#> PROBE_START_22.pupil_raw 998.0000000
#> PROBE_START_22.pupil_raw_deblink 998.0000000
#> PROBE_START_22.pupil_raw_deblink_detransient 998.0000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 998.0000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 971.1301965
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.1401446
#> PROBE_START_22.pupil_raw_sub_bline_DELAY_STOP_ 998.0000000
#> PROBE_START_23.pupil_raw 1260.0000000
#> PROBE_START_23.pupil_raw_deblink 1260.0000000
#> PROBE_START_23.pupil_raw_deblink_detransient 1260.0000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 1260.0000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 1231.7028625
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.7143860
#> PROBE_START_23.pupil_raw_sub_bline_DELAY_STOP_ 1260.0000000
#> PROBE_START_24.pupil_raw 889.0000000
#> PROBE_START_24.pupil_raw_deblink 889.0000000
#> PROBE_START_24.pupil_raw_deblink_detransient 889.0000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 889.0000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 861.9328918
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.8994992
#> PROBE_START_24.pupil_raw_sub_bline_DELAY_STOP_ 889.0000000
#> PROBE_START_25.pupil_raw 320.0000000
#> PROBE_START_25.pupil_raw_deblink 320.0000000
#> PROBE_START_25.pupil_raw_deblink_detransient 320.0000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 320.0000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 258.3466336
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.5693358
#> PROBE_START_25.pupil_raw_sub_bline_DELAY_STOP_ 320.0000000
#> PROBE_START_26.pupil_raw 1046.0000000
#> PROBE_START_26.pupil_raw_deblink 1046.0000000
#> PROBE_START_26.pupil_raw_deblink_detransient 1046.0000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 1046.0000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 991.3022946
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.1845992
#> PROBE_START_26.pupil_raw_sub_bline_DELAY_STOP_ 1046.0000000
#> zscore_max
#> PROBE_START_22.pupil_raw 1.212828
#> PROBE_START_22.pupil_raw_deblink 1.212828
#> PROBE_START_22.pupil_raw_deblink_detransient 1.212828
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 1.212828
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 1.171161
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.171161
#> PROBE_START_22.pupil_raw_sub_bline_DELAY_STOP_ 1.212828
#> PROBE_START_23.pupil_raw 1.187923
#> PROBE_START_23.pupil_raw_deblink 1.187923
#> PROBE_START_23.pupil_raw_deblink_detransient 1.187923
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 1.187923
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 1.143733
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.143733
#> PROBE_START_23.pupil_raw_sub_bline_DELAY_STOP_ 1.187923
#> PROBE_START_24.pupil_raw 1.426172
#> PROBE_START_24.pupil_raw_deblink 1.426172
#> PROBE_START_24.pupil_raw_deblink_detransient 1.426172
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 1.426172
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 1.371809
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.371809
#> PROBE_START_24.pupil_raw_sub_bline_DELAY_STOP_ 1.426172
#> PROBE_START_25.pupil_raw 1.319130
#> PROBE_START_25.pupil_raw_deblink 1.319130
#> PROBE_START_25.pupil_raw_deblink_detransient 1.319130
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 1.319130
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 1.053828
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.053828
#> PROBE_START_25.pupil_raw_sub_bline_DELAY_STOP_ 1.319130
#> PROBE_START_26.pupil_raw 1.101652
#> PROBE_START_26.pupil_raw_deblink 1.101652
#> PROBE_START_26.pupil_raw_deblink_detransient 1.101652
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 1.101652
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 1.038116
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.038116
#> PROBE_START_26.pupil_raw_sub_bline_DELAY_STOP_ 1.101652
#> zscore_min
#> PROBE_START_22.pupil_raw -1.840736
#> PROBE_START_22.pupil_raw_deblink -1.840736
#> PROBE_START_22.pupil_raw_deblink_detransient -1.840736
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate -1.840736
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt -1.802933
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.802933
#> PROBE_START_22.pupil_raw_sub_bline_DELAY_STOP_ -1.840736
#> PROBE_START_23.pupil_raw -1.896783
#> PROBE_START_23.pupil_raw_deblink -1.896783
#> PROBE_START_23.pupil_raw_deblink_detransient -1.896783
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate -1.896783
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt -1.872208
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.872208
#> PROBE_START_23.pupil_raw_sub_bline_DELAY_STOP_ -1.896783
#> PROBE_START_24.pupil_raw -1.779584
#> PROBE_START_24.pupil_raw_deblink -1.779584
#> PROBE_START_24.pupil_raw_deblink_detransient -1.779584
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate -1.779584
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt -1.736967
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.736967
#> PROBE_START_24.pupil_raw_sub_bline_DELAY_STOP_ -1.779584
#> PROBE_START_25.pupil_raw -1.713636
#> PROBE_START_25.pupil_raw_deblink -1.713636
#> PROBE_START_25.pupil_raw_deblink_detransient -1.713636
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate -1.713636
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt -1.405919
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.405919
#> PROBE_START_25.pupil_raw_sub_bline_DELAY_STOP_ -1.713636
#> PROBE_START_26.pupil_raw -1.825580
#> PROBE_START_26.pupil_raw_deblink -1.825580
#> PROBE_START_26.pupil_raw_deblink_detransient -1.825580
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate -1.825580
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt -1.737069
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.737069
#> PROBE_START_26.pupil_raw_sub_bline_DELAY_STOP_ -1.825580
#> prop_blink_time
#> PROBE_START_22.pupil_raw 0
#> PROBE_START_22.pupil_raw_deblink 0
#> PROBE_START_22.pupil_raw_deblink_detransient 0
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_22.pupil_raw_sub_bline_DELAY_STOP_ 0
#> PROBE_START_23.pupil_raw 0
#> PROBE_START_23.pupil_raw_deblink 0
#> PROBE_START_23.pupil_raw_deblink_detransient 0
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_23.pupil_raw_sub_bline_DELAY_STOP_ 0
#> PROBE_START_24.pupil_raw 0
#> PROBE_START_24.pupil_raw_deblink 0
#> PROBE_START_24.pupil_raw_deblink_detransient 0
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_24.pupil_raw_sub_bline_DELAY_STOP_ 0
#> PROBE_START_25.pupil_raw 0
#> PROBE_START_25.pupil_raw_deblink 0
#> PROBE_START_25.pupil_raw_deblink_detransient 0
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_25.pupil_raw_sub_bline_DELAY_STOP_ 0
#> PROBE_START_26.pupil_raw 0
#> PROBE_START_26.pupil_raw_deblink 0
#> PROBE_START_26.pupil_raw_deblink_detransient 0
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_26.pupil_raw_sub_bline_DELAY_STOP_ 0
#> pre_epoch_pupil_sd
#> PROBE_START_22.pupil_raw 43.51043507
#> PROBE_START_22.pupil_raw_deblink 43.51043507
#> PROBE_START_22.pupil_raw_deblink_detransient 43.51043507
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 43.51043507
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 42.09339080
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.09276402
#> PROBE_START_22.pupil_raw_sub_bline_DELAY_STOP_ NA
#> PROBE_START_23.pupil_raw 41.04019932
#> PROBE_START_23.pupil_raw_deblink 41.04019932
#> PROBE_START_23.pupil_raw_deblink_detransient 41.04019932
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 41.04019932
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 39.02897700
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.08601077
#> PROBE_START_23.pupil_raw_sub_bline_DELAY_STOP_ NA
#> PROBE_START_24.pupil_raw 62.93071686
#> PROBE_START_24.pupil_raw_deblink 62.93071686
#> PROBE_START_24.pupil_raw_deblink_detransient 62.93071686
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 62.93071686
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 61.28090023
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.13504882
#> PROBE_START_24.pupil_raw_sub_bline_DELAY_STOP_ NA
#> PROBE_START_25.pupil_raw 40.62699823
#> PROBE_START_25.pupil_raw_deblink 40.62699823
#> PROBE_START_25.pupil_raw_deblink_detransient 40.62699823
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 40.62699823
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 40.73405825
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.08976837
#> PROBE_START_25.pupil_raw_sub_bline_DELAY_STOP_ NA
#> PROBE_START_26.pupil_raw 20.27918326
#> PROBE_START_26.pupil_raw_deblink 20.27918326
#> PROBE_START_26.pupil_raw_deblink_detransient 20.27918326
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 20.27918326
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 20.61066743
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.04542111
#> PROBE_START_26.pupil_raw_sub_bline_DELAY_STOP_ NA
#> epoch_pupil_sd
#> PROBE_START_22.pupil_raw 326.8312387
#> PROBE_START_22.pupil_raw_deblink 326.8312387
#> PROBE_START_22.pupil_raw_deblink_detransient 326.8312387
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 326.8312387
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 326.5297980
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.7195956
#> PROBE_START_22.pupil_raw_sub_bline_DELAY_STOP_ 326.8312387
#> PROBE_START_23.pupil_raw 408.4668023
#> PROBE_START_23.pupil_raw_deblink 408.4668023
#> PROBE_START_23.pupil_raw_deblink_detransient 408.4668023
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 408.4668023
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 408.3975024
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.9000129
#> PROBE_START_23.pupil_raw_sub_bline_DELAY_STOP_ 408.4668023
#> PROBE_START_24.pupil_raw 277.3137048
#> PROBE_START_24.pupil_raw_deblink 277.3137048
#> PROBE_START_24.pupil_raw_deblink_detransient 277.3137048
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 277.3137048
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 277.2579621
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.6110119
#> PROBE_START_24.pupil_raw_sub_bline_DELAY_STOP_ 277.3137048
#> PROBE_START_25.pupil_raw 105.5142231
#> PROBE_START_25.pupil_raw_deblink 105.5142231
#> PROBE_START_25.pupil_raw_deblink_detransient 105.5142231
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 105.5142231
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 105.0297599
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.2314611
#> PROBE_START_25.pupil_raw_sub_bline_DELAY_STOP_ 105.5142231
#> PROBE_START_26.pupil_raw 357.3341023
#> PROBE_START_26.pupil_raw_deblink 357.3341023
#> PROBE_START_26.pupil_raw_deblink_detransient 357.3341023
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 357.3341023
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 357.2021991
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.7871904
#> PROBE_START_26.pupil_raw_sub_bline_DELAY_STOP_ 357.3341023
#>
#>
#>
#> $confounds$epoched_epoch_wide
#> $confounds$epoched_epoch_wide$epoch_prePostProbe
#> $confounds$epoched_epoch_wide$epoch_prePostProbe$block_1
#> matched_event text_unique n_samples n_blinks_in_baseline
#> PROBE_START_22 PROBE_START_22 PROBE_START_22 1000 NA
#> PROBE_START_23 PROBE_START_23 PROBE_START_23 1000 NA
#> PROBE_START_24 PROBE_START_24 PROBE_START_24 1000 NA
#> PROBE_START_25 PROBE_START_25 PROBE_START_25 1000 NA
#> PROBE_START_26 PROBE_START_26 PROBE_START_26 1000 NA
#> time_to_first_blink_ms epoch_duration_ms
#> PROBE_START_22 NA 999
#> PROBE_START_23 NA 999
#> PROBE_START_24 NA 999
#> PROBE_START_25 NA 999
#> PROBE_START_26 NA 999
#>
#>
#>
#>
#> $params
#> $params$epoch
#> pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE)
#>
#>
#> $epoch_prePostProbe
#> $epoch_prePostProbe$block_1
#> # A tibble: 5,000 × 21
#> block time_orig timebin time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11336474 0 1.98 972. 550. R 1000 diameter 6513
#> 2 1 11336475 0.00100 1.98 971. 551. R 1000 diameter 6512
#> 3 1 11336476 0.00200 1.98 970. 551. R 1000 diameter 6512
#> 4 1 11336477 0.00300 1.99 970. 550. R 1000 diameter 6512
#> 5 1 11336478 0.00400 1.99 971. 548. R 1000 diameter 6514
#> 6 1 11336479 0.00501 1.99 972. 547. R 1000 diameter 6516
#> 7 1 11336480 0.00601 1.99 972. 548. R 1000 diameter 6518
#> 8 1 11336481 0.00701 1.99 972. 548. R 1000 diameter 6518
#> 9 1 11336482 0.00801 1.99 972. 550. R 1000 diameter 6518
#> 10 1 11336483 0.00901 1.99 972. 550. R 1000 diameter 6517
#> # ℹ 4,990 more rows
#> # ℹ 11 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>,
#> # text_unique <chr>, template <chr>, matching_pattern <chr>, …
#>
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$baseline_cor_epochs
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$baseline_cor_epochs[[1]]
#> [1] 285.297 284.297 284.297 284.297 286.297 288.297 290.297 290.297
#> [9] 290.297 289.297 289.297 292.297 297.297 302.297 301.297 298.297
#> [17] 294.297 292.297 290.297 291.297 293.297 293.297 292.297 291.297
#> [25] 293.297 295.297 296.297 296.297 295.297 301.297 310.297 318.297
#> [33] 317.297 314.297 311.297 303.297 297.297 293.297 296.297 297.297
#> [41] 297.297 307.297 319.297 333.297 335.297 337.297 338.297 339.297
#> [49] 338.297 336.297 345.297 355.297 358.297 352.297 346.297 349.297
#> [57] 351.297 355.297 357.297 349.297 340.297 331.297 331.297 339.297
#> [65] 344.297 349.297 347.297 348.297 355.297 362.297 369.297 370.297
#> [73] 371.297 372.297 372.297 372.297 372.297 372.297 372.297 376.297
#> [81] 380.297 384.297 387.297 389.297 389.297 387.297 385.297 385.297
#> [89] 385.297 387.297 389.297 391.297 392.297 393.297 394.297 392.297
#> [97] 391.297 392.297 398.297 404.297 405.297 403.297 409.297 416.297
#> [105] 422.297 422.297 428.297 434.297 441.297 442.297 435.297 429.297
#> [113] 422.297 424.297 435.297 447.297 454.297 448.297 439.297 433.297
#> [121] 426.297 419.297 414.297 414.297 417.297 423.297 427.297 434.297
#> [129] 438.297 442.297 440.297 438.297 441.297 446.297 450.297 450.297
#> [137] 449.297 444.297 439.297 434.297 435.297 435.297 432.297 430.297
#> [145] 429.297 433.297 439.297 449.297 458.297 465.297 474.297 482.297
#> [153] 488.297 487.297 486.297 487.297 487.297 483.297 477.297 473.297
#> [161] 475.297 478.297 479.297 480.297 479.297 479.297 477.297 475.297
#> [169] 472.297 471.297 473.297 476.297 479.297 481.297 479.297 477.297
#> [177] 475.297 474.297 474.297 476.297 486.297 496.297 502.297 503.297
#> [185] 503.297 504.297 504.297 504.297 502.297 500.297 499.297 506.297
#> [193] 512.297 517.297 518.297 518.297 521.297 525.297 531.297 535.297
#> [201] 524.297 512.297 505.297 512.297 519.297 523.297 524.297 525.297
#> [209] 534.297 543.297 544.297 537.297 531.297 531.297 532.297 528.297
#> [217] 524.297 525.297 530.297 533.297 531.297 531.297 534.297 543.297
#> [225] 550.297 556.297 559.297 562.297 564.297 559.297 547.297 536.297
#> [233] 528.297 527.297 527.297 529.297 530.297 533.297 535.297 537.297
#> [241] 543.297 548.297 554.297 552.297 549.297 546.297 543.297 539.297
#> [249] 540.297 547.297 555.297 557.297 557.297 556.297 557.297 558.297
#> [257] 558.297 557.297 557.297 555.297 554.297 561.297 569.297 577.297
#> [265] 579.297 577.297 573.297 574.297 578.297 585.297 587.297 590.297
#> [273] 592.297 594.297 597.297 593.297 579.297 564.297 559.297 568.297
#> [281] 582.297 590.297 592.297 591.297 590.297 589.297 585.297 581.297
#> [289] 581.297 586.297 591.297 592.297 591.297 589.297 588.297 586.297
#> [297] 583.297 583.297 590.297 597.297 600.297 599.297 600.297 603.297
#> [305] 606.297 608.297 610.297 612.297 612.297 604.297 595.297 586.297
#> [313] 584.297 583.297 583.297 585.297 585.297 584.297 582.297 581.297
#> [321] 588.297 597.297 610.297 615.297 620.297 616.297 614.297 611.297
#> [329] 612.297 611.297 611.297 611.297 609.297 607.297 602.297 596.297
#> [337] 591.297 592.297 600.297 609.297 612.297 609.297 606.297 606.297
#> [345] 606.297 606.297 609.297 613.297 616.297 616.297 616.297 618.297
#> [353] 613.297 607.297 601.297 603.297 611.297 618.297 618.297 612.297
#> [361] 607.297 607.297 607.297 607.297 607.297 614.297 621.297 628.297
#> [369] 628.297 627.297 627.297 618.297 609.297 600.297 607.297 615.297
#> [377] 617.297 608.297 599.297 595.297 594.297 593.297 595.297 603.297
#> [385] 610.297 614.297 616.297 618.297 621.297 623.297 622.297 617.297
#> [393] 602.297 590.297 586.297 594.297 602.297 605.297 603.297 602.297
#> [401] 604.297 605.297 608.297 609.297 614.297 618.297 624.297 626.297
#> [409] 624.297 616.297 604.297 597.297 593.297 597.297 601.297 604.297
#> [417] 601.297 597.297 590.297 581.297 572.297 573.297 580.297 585.297
#> [425] 583.297 577.297 573.297 577.297 585.297 590.297 588.297 585.297
#> [433] 585.297 585.297 585.297 583.297 580.297 575.297 575.297 577.297
#> [441] 576.297 571.297 564.297 562.297 568.297 575.297 577.297 572.297
#> [449] 566.297 564.297 553.297 545.297 540.297 544.297 545.297 545.297
#> [457] 546.297 548.297 551.297 551.297 551.297 549.297 546.297 544.297
#> [465] 542.297 541.297 539.297 537.297 534.297 532.297 534.297 537.297
#> [473] 535.297 531.297 528.297 529.297 527.297 525.297 522.297 519.297
#> [481] 516.297 515.297 515.297 515.297 514.297 513.297 511.297 508.297
#> [489] 506.297 505.297 502.297 501.297 500.297 500.297 498.297 495.297
#> [497] 482.297 471.297 461.297 463.297 463.297 462.297 449.297 437.297
#> [505] 435.297 444.297 455.297 456.297 454.297 444.297 433.297 424.297
#> [513] 429.297 438.297 446.297 446.297 443.297 427.297 411.297 397.297
#> [521] 398.297 400.297 407.297 412.297 417.297 414.297 411.297 408.297
#> [529] 401.297 388.297 375.297 372.297 376.297 380.297 381.297 374.297
#> [537] 368.297 361.297 354.297 347.297 343.297 347.297 351.297 339.297
#> [545] 326.297 325.297 337.297 349.297 349.297 340.297 331.297 320.297
#> [553] 315.297 311.297 308.297 310.297 310.297 310.297 310.297 310.297
#> [561] 309.297 302.297 295.297 289.297 289.297 290.297 290.297 287.297
#> [569] 282.297 278.297 279.297 280.297 284.297 286.297 288.297 286.297
#> [577] 277.297 269.297 260.297 258.297 258.297 260.297 262.297 262.297
#> [585] 260.297 255.297 250.297 248.297 242.297 234.297 226.297 223.297
#> [593] 220.297 217.297 214.297 212.297 221.297 232.297 238.297 229.297
#> [601] 215.297 205.297 196.297 190.297 181.297 173.297 166.297 161.297
#> [609] 152.297 143.297 133.297 128.297 127.297 125.297 123.297 131.297
#> [617] 141.297 151.297 151.297 151.297 154.297 159.297 164.297 165.297
#> [625] 160.297 158.297 157.297 150.297 141.297 131.297 130.297 131.297
#> [633] 132.297 128.297 122.297 119.297 122.297 118.297 110.297 102.297
#> [641] 102.297 102.297 102.297 101.297 99.297 96.297 93.297 88.297
#> [649] 84.297 80.297 79.297 79.297 79.297 79.297 80.297 82.297
#> [657] 76.297 68.297 61.297 52.297 43.297 40.297 47.297 54.297
#> [665] 56.297 58.297 59.297 60.297 54.297 47.297 44.297 46.297
#> [673] 44.297 39.297 33.297 26.297 19.297 16.297 20.297 25.297
#> [681] 20.297 14.297 9.297 9.297 7.297 6.297 6.297 10.297
#> [689] 15.297 20.297 22.297 14.297 5.297 -0.703 1.297 3.297
#> [697] 2.297 -4.703 -9.703 -15.703 -15.703 -14.703 -13.703 -12.703
#> [705] -18.703 -25.703 -33.703 -32.703 -31.703 -32.703 -36.703 -49.703
#> [713] -60.703 -56.703 -46.703 -36.703 -39.703 -38.703 -41.703 -44.703
#> [721] -46.703 -45.703 -46.703 -50.703 -55.703 -58.703 -59.703 -63.703
#> [729] -70.703 -75.703 -74.703 -70.703 -66.703 -68.703 -70.703 -70.703
#> [737] -68.703 -66.703 -69.703 -72.703 -74.703 -73.703 -72.703 -75.703
#> [745] -79.703 -79.703 -75.703 -72.703 -73.703 -79.703 -85.703 -90.703
#> [753] -95.703 -100.703 -105.703 -106.703 -107.703 -101.703 -95.703 -92.703
#> [761] -99.703 -105.703 -108.703 -108.703 -111.703 -113.703 -114.703 -112.703
#> [769] -109.703 -111.703 -114.703 -116.703 -115.703 -111.703 -108.703 -106.703
#> [777] -110.703 -115.703 -135.703 -152.703 -166.703 -163.703 -160.703 -165.703
#> [785] -170.703 -167.703 -159.703 -146.703 -142.703 -134.703 -131.703 -136.703
#> [793] -143.703 -150.703 -146.703 -143.703 -144.703 -147.703 -152.703 -153.703
#> [801] -153.703 -152.703 -151.703 -158.703 -168.703 -180.703 -183.703 -183.703
#> [809] -182.703 -181.703 -181.703 -186.703 -190.703 -195.703 -195.703 -195.703
#> [817] -196.703 -195.703 -186.703 -178.703 -173.703 -175.703 -176.703 -172.703
#> [825] -168.703 -166.703 -179.703 -191.703 -203.703 -199.703 -196.703 -194.703
#> [833] -194.703 -194.703 -201.703 -208.703 -215.703 -217.703 -217.703 -215.703
#> [841] -211.703 -206.703 -203.703 -202.703 -202.703 -203.703 -206.703 -210.703
#> [849] -217.703 -221.703 -224.703 -224.703 -224.703 -223.703 -222.703 -222.703
#> [857] -223.703 -223.703 -223.703 -223.703 -222.703 -222.703 -224.703 -225.703
#> [865] -226.703 -225.703 -224.703 -224.703 -229.703 -235.703 -241.703 -241.703
#> [873] -241.703 -242.703 -244.703 -246.703 -244.703 -243.703 -239.703 -237.703
#> [881] -239.703 -244.703 -249.703 -249.703 -253.703 -257.703 -264.703 -267.703
#> [889] -264.703 -256.703 -249.703 -249.703 -247.703 -245.703 -246.703 -249.703
#> [897] -253.703 -253.703 -253.703 -253.703 -253.703 -252.703 -263.703 -273.703
#> [905] -284.703 -284.703 -283.703 -280.703 -275.703 -269.703 -266.703 -267.703
#> [913] -266.703 -265.703 -262.703 -260.703 -259.703 -260.703 -276.703 -294.703
#> [921] -312.703 -309.703 -304.703 -298.703 -297.703 -298.703 -300.703 -302.703
#> [929] -303.703 -304.703 -305.703 -303.703 -302.703 -302.703 -306.703 -301.703
#> [937] -299.703 -296.703 -299.703 -298.703 -296.703 -290.703 -283.703 -281.703
#> [945] -283.703 -285.703 -284.703 -284.703 -284.703 -285.703 -287.703 -285.703
#> [953] -283.703 -291.703 -301.703 -319.703 -326.703 -334.703 -335.703 -336.703
#> [961] -333.703 -329.703 -325.703 -325.703 -324.703 -334.703 -343.703 -353.703
#> [969] -358.703 -363.703 -369.703 -369.703 -366.703 -362.703 -359.703 -361.703
#> [977] -365.703 -367.703 -365.703 -361.703 -357.703 -357.703 -358.703 -359.703
#> [985] -358.703 -356.703 -354.703 -353.703 -347.703 -341.703 -335.703 -342.703
#> [993] -349.703 -355.703 -346.703 -337.703 -334.703 -341.703 -349.703 -353.703
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$baseline_cor_epochs[[2]]
#> [1] 251.747 251.747 250.747 246.747 241.747 241.747 246.747 252.747
#> [9] 255.747 258.747 260.747 255.747 250.747 247.747 251.747 255.747
#> [17] 257.747 259.747 263.747 272.747 278.747 281.747 278.747 275.747
#> [25] 272.747 269.747 273.747 278.747 282.747 274.747 266.747 259.747
#> [33] 265.747 270.747 278.747 280.747 282.747 282.747 273.747 265.747
#> [41] 262.747 271.747 280.747 282.747 280.747 277.747 276.747 277.747
#> [49] 278.747 280.747 283.747 284.747 282.747 278.747 277.747 285.747
#> [57] 295.747 307.747 307.747 305.747 302.747 303.747 307.747 311.747
#> [65] 300.747 288.747 280.747 284.747 288.747 287.747 286.747 283.747
#> [73] 281.747 281.747 282.747 282.747 277.747 272.747 267.747 275.747
#> [81] 284.747 294.747 296.747 299.747 305.747 310.747 317.747 324.747
#> [89] 330.747 332.747 330.747 329.747 327.747 329.747 331.747 333.747
#> [97] 335.747 339.747 343.747 351.747 357.747 348.747 334.747 320.747
#> [105] 319.747 322.747 337.747 352.747 361.747 358.747 355.747 354.747
#> [113] 350.747 348.747 348.747 349.747 348.747 345.747 345.747 347.747
#> [121] 349.747 350.747 349.747 351.747 354.747 362.747 368.747 372.747
#> [129] 374.747 376.747 376.747 374.747 371.747 369.747 370.747 375.747
#> [137] 381.747 389.747 393.747 391.747 384.747 377.747 377.747 378.747
#> [145] 378.747 378.747 381.747 385.747 389.747 389.747 388.747 385.747
#> [153] 381.747 377.747 373.747 370.747 375.747 383.747 390.747 389.747
#> [161] 388.747 391.747 395.747 400.747 401.747 402.747 402.747 404.747
#> [169] 407.747 409.747 407.747 404.747 404.747 406.747 407.747 407.747
#> [177] 403.747 399.747 395.747 394.747 393.747 396.747 402.747 412.747
#> [185] 419.747 423.747 423.747 421.747 417.747 414.747 412.747 412.747
#> [193] 413.747 413.747 414.747 416.747 419.747 428.747 434.747 439.747
#> [201] 432.747 429.747 427.747 429.747 429.747 431.747 435.747 439.747
#> [209] 440.747 441.747 442.747 442.747 447.747 452.747 458.747 462.747
#> [217] 467.747 470.747 467.747 470.747 476.747 480.747 476.747 472.747
#> [225] 469.747 465.747 463.747 461.747 460.747 459.747 457.747 459.747
#> [233] 463.747 468.747 471.747 472.747 472.747 471.747 470.747 469.747
#> [241] 469.747 469.747 471.747 472.747 474.747 473.747 472.747 471.747
#> [249] 469.747 473.747 479.747 485.747 484.747 482.747 478.747 475.747
#> [257] 480.747 487.747 491.747 483.747 475.747 471.747 472.747 475.747
#> [265] 477.747 476.747 485.747 491.747 496.747 491.747 491.747 493.747
#> [273] 490.747 486.747 482.747 484.747 492.747 499.747 500.747 494.747
#> [281] 490.747 492.747 505.747 517.747 526.747 525.747 524.747 518.747
#> [289] 512.747 509.747 511.747 513.747 511.747 511.747 512.747 512.747
#> [297] 511.747 516.747 523.747 527.747 525.747 523.747 523.747 516.747
#> [305] 510.747 511.747 517.747 522.747 519.747 526.747 529.747 531.747
#> [313] 534.747 540.747 546.747 547.747 549.747 550.747 552.747 553.747
#> [321] 550.747 547.747 540.747 536.747 534.747 534.747 537.747 529.747
#> [329] 521.747 514.747 518.747 523.747 520.747 512.747 504.747 510.747
#> [337] 515.747 524.747 528.747 528.747 522.747 517.747 516.747 513.747
#> [345] 510.747 508.747 513.747 519.747 528.747 536.747 542.747 542.747
#> [353] 537.747 533.747 530.747 536.747 541.747 546.747 548.747 543.747
#> [361] 538.747 533.747 535.747 538.747 545.747 554.747 563.747 565.747
#> [369] 563.747 563.747 564.747 550.747 535.747 530.747 543.747 552.747
#> [377] 550.747 556.747 566.747 572.747 568.747 561.747 558.747 554.747
#> [385] 553.747 552.747 551.747 550.747 550.747 553.747 557.747 560.747
#> [393] 560.747 552.747 545.747 537.747 536.747 547.747 559.747 568.747
#> [401] 565.747 563.747 563.747 562.747 563.747 564.747 564.747 562.747
#> [409] 559.747 553.747 547.747 541.747 545.747 548.747 548.747 544.747
#> [417] 542.747 543.747 545.747 546.747 543.747 540.747 535.747 533.747
#> [425] 531.747 530.747 530.747 524.747 519.747 513.747 522.747 530.747
#> [433] 539.747 538.747 526.747 514.747 505.747 504.747 504.747 504.747
#> [441] 504.747 502.747 499.747 497.747 498.747 500.747 499.747 498.747
#> [449] 494.747 491.747 489.747 476.747 464.747 455.747 459.747 464.747
#> [457] 465.747 462.747 458.747 453.747 453.747 452.747 445.747 437.747
#> [465] 429.747 429.747 429.747 430.747 429.747 429.747 431.747 435.747
#> [473] 436.747 432.747 429.747 427.747 426.747 425.747 414.747 402.747
#> [481] 391.747 389.747 389.747 381.747 374.747 366.747 365.747 366.747
#> [489] 369.747 372.747 373.747 373.747 372.747 369.747 368.747 368.747
#> [497] 354.747 337.747 329.747 336.747 344.747 341.747 339.747 336.747
#> [505] 339.747 341.747 343.747 343.747 342.747 339.747 323.747 308.747
#> [513] 296.747 299.747 303.747 310.747 313.747 315.747 311.747 293.747
#> [521] 279.747 268.747 269.747 267.747 266.747 265.747 265.747 257.747
#> [529] 250.747 242.747 242.747 247.747 252.747 255.747 250.747 243.747
#> [537] 238.747 229.747 225.747 218.747 217.747 214.747 211.747 205.747
#> [545] 200.747 197.747 192.747 186.747 182.747 185.747 190.747 193.747
#> [553] 182.747 168.747 154.747 153.747 160.747 169.747 178.747 166.747
#> [561] 153.747 140.747 141.747 141.747 141.747 140.747 134.747 131.747
#> [569] 127.747 123.747 118.747 114.747 116.747 119.747 120.747 122.747
#> [577] 123.747 120.747 117.747 104.747 94.747 85.747 85.747 86.747
#> [585] 86.747 85.747 75.747 65.747 54.747 53.747 59.747 66.747
#> [593] 70.747 62.747 55.747 51.747 51.747 51.747 50.747 50.747
#> [601] 49.747 46.747 42.747 36.747 33.747 26.747 19.747 14.747
#> [609] 20.747 27.747 24.747 12.747 0.747 0.747 3.747 7.747
#> [617] 6.747 2.747 -2.253 -3.253 -6.253 -11.253 -16.253 -14.253
#> [625] -8.253 -2.253 -2.253 -11.253 -22.253 -33.253 -35.253 -39.253
#> [633] -43.253 -42.253 -40.253 -46.253 -55.253 -65.253 -66.253 -68.253
#> [641] -69.253 -71.253 -73.253 -74.253 -74.253 -75.253 -75.253 -75.253
#> [649] -73.253 -75.253 -80.253 -85.253 -84.253 -82.253 -81.253 -86.253
#> [657] -89.253 -94.253 -95.253 -100.253 -104.253 -107.253 -107.253 -106.253
#> [665] -104.253 -105.253 -110.253 -115.253 -116.253 -117.253 -129.253 -142.253
#> [673] -152.253 -149.253 -144.253 -139.253 -139.253 -144.253 -148.253 -153.253
#> [681] -153.253 -155.253 -156.253 -158.253 -156.253 -155.253 -157.253 -159.253
#> [689] -161.253 -160.253 -159.253 -160.253 -162.253 -164.253 -173.253 -182.253
#> [697] -195.253 -201.253 -207.253 -198.253 -187.253 -183.253 -193.253 -204.253
#> [705] -208.253 -206.253 -202.253 -197.253 -196.253 -196.253 -197.253 -204.253
#> [713] -218.253 -231.253 -239.253 -239.253 -228.253 -217.253 -214.253 -222.253
#> [721] -232.253 -235.253 -236.253 -236.253 -238.253 -244.253 -249.253 -252.253
#> [729] -251.253 -251.253 -252.253 -256.253 -265.253 -279.253 -289.253 -295.253
#> [737] -292.253 -289.253 -285.253 -284.253 -282.253 -282.253 -284.253 -286.253
#> [745] -287.253 -287.253 -287.253 -286.253 -288.253 -291.253 -297.253 -303.253
#> [753] -306.253 -305.253 -305.253 -310.253 -315.253 -307.253 -296.253 -300.253
#> [761] -313.253 -326.253 -323.253 -322.253 -323.253 -326.253 -328.253 -332.253
#> [769] -339.253 -345.253 -350.253 -352.253 -355.253 -358.253 -361.253 -363.253
#> [777] -365.253 -366.253 -366.253 -369.253 -371.253 -366.253 -358.253 -350.253
#> [785] -346.253 -343.253 -340.253 -339.253 -338.253 -345.253 -353.253 -361.253
#> [793] -365.253 -379.253 -393.253 -402.253 -402.253 -402.253 -404.253 -408.253
#> [801] -411.253 -411.253 -408.253 -404.253 -400.253 -398.253 -397.253 -394.253
#> [809] -391.253 -391.253 -396.253 -407.253 -416.253 -423.253 -425.253 -428.253
#> [817] -430.253 -429.253 -428.253 -427.253 -425.253 -423.253 -433.253 -444.253
#> [825] -448.253 -441.253 -443.253 -450.253 -458.253 -460.253 -462.253 -464.253
#> [833] -464.253 -465.253 -466.253 -467.253 -468.253 -469.253 -471.253 -470.253
#> [841] -467.253 -465.253 -465.253 -469.253 -474.253 -478.253 -478.253 -478.253
#> [849] -479.253 -481.253 -484.253 -492.253 -498.253 -503.253 -502.253 -501.253
#> [857] -498.253 -495.253 -495.253 -497.253 -500.253 -500.253 -498.253 -496.253
#> [865] -494.253 -492.253 -491.253 -493.253 -498.253 -502.253 -504.253 -504.253
#> [873] -504.253 -506.253 -507.253 -508.253 -513.253 -518.253 -523.253 -519.253
#> [881] -510.253 -501.253 -495.253 -493.253 -486.253 -484.253 -484.253 -494.253
#> [889] -507.253 -518.253 -525.253 -527.253 -527.253 -526.253 -525.253 -541.253
#> [897] -556.253 -576.253 -581.253 -586.253 -587.253 -589.253 -589.253 -589.253
#> [905] -589.253 -590.253 -590.253 -590.253 -590.253 -589.253 -588.253 -588.253
#> [913] -587.253 -586.253 -583.253 -581.253 -579.253 -583.253 -589.253 -596.253
#> [921] -594.253 -590.253 -588.253 -591.253 -597.253 -600.253 -610.253 -618.253
#> [929] -625.253 -624.253 -621.253 -609.253 -597.253 -591.253 -596.253 -601.253
#> [937] -601.253 -607.253 -613.253 -620.253 -620.253 -623.253 -626.253 -629.253
#> [945] -623.253 -617.253 -620.253 -630.253 -641.253 -641.253 -636.253 -627.253
#> [953] -618.253 -625.253 -639.253 -652.253 -650.253 -643.253 -637.253 -636.253
#> [961] -635.253 -632.253 -630.253 -628.253 -632.253 -638.253 -644.253 -642.253
#> [969] -638.253 -634.253 -638.253 -644.253 -645.253 -640.253 -632.253 -624.253
#> [977] -616.253 -626.253 -636.253 -647.253 -648.253 -651.253 -652.253 -651.253
#> [985] -650.253 -657.253 -664.253 -668.253 -665.253 -662.253 -660.253 -660.253
#> [993] -661.253 -663.253 -673.253 -683.253 -687.253 -683.253 -679.253 -679.253
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$baseline_cor_epochs[[3]]
#> [1] 438.063 434.063 438.063 447.063 455.063 455.063 454.063 454.063 453.063
#> [10] 449.063 443.063 438.063 435.063 443.063 450.063 459.063 460.063 461.063
#> [19] 461.063 464.063 466.063 469.063 469.063 469.063 468.063 466.063 463.063
#> [28] 465.063 467.063 469.063 467.063 468.063 471.063 476.063 480.063 482.063
#> [37] 489.063 497.063 504.063 504.063 504.063 505.063 506.063 510.063 514.063
#> [46] 513.063 502.063 493.063 489.063 503.063 513.063 519.063 512.063 507.063
#> [55] 504.063 503.063 506.063 510.063 512.063 509.063 509.063 513.063 516.063
#> [64] 516.063 516.063 516.063 516.063 518.063 520.063 520.063 524.063 528.063
#> [73] 527.063 521.063 525.063 535.063 543.063 538.063 533.063 531.063 531.063
#> [82] 529.063 526.063 523.063 520.063 518.063 522.063 528.063 535.063 536.063
#> [91] 541.063 544.063 547.063 546.063 546.063 547.063 545.063 540.063 536.063
#> [100] 534.063 533.063 533.063 533.063 536.063 547.063 558.063 557.063 544.063
#> [109] 529.063 525.063 524.063 527.063 530.063 539.063 552.063 562.063 564.063
#> [118] 563.063 564.063 567.063 569.063 571.063 572.063 572.063 571.063 571.063
#> [127] 571.063 570.063 574.063 580.063 587.063 587.063 586.063 582.063 577.063
#> [136] 573.063 572.063 576.063 577.063 579.063 577.063 577.063 579.063 581.063
#> [145] 583.063 583.063 582.063 581.063 586.063 592.063 595.063 592.063 589.063
#> [154] 593.063 597.063 604.063 609.063 615.063 618.063 619.063 620.063 622.063
#> [163] 617.063 612.063 605.063 603.063 611.063 619.063 627.063 623.063 619.063
#> [172] 617.063 620.063 623.063 624.063 626.063 628.063 630.063 631.063 631.063
#> [181] 633.063 635.063 636.063 635.063 635.063 636.063 636.063 635.063 634.063
#> [190] 635.063 640.063 646.063 649.063 647.063 644.063 640.063 635.063 633.063
#> [199] 637.063 643.063 648.063 651.063 653.063 653.063 653.063 652.063 658.063
#> [208] 664.063 672.063 675.063 670.063 662.063 655.063 655.063 652.063 648.063
#> [217] 643.063 645.063 650.063 656.063 656.063 656.063 664.063 671.063 680.063
#> [226] 683.063 687.063 690.063 693.063 694.063 689.063 686.063 683.063 684.063
#> [235] 683.063 683.063 685.063 678.063 670.063 661.063 664.063 666.063 668.063
#> [244] 668.063 669.063 675.063 681.063 687.063 687.063 686.063 684.063 683.063
#> [253] 694.063 707.063 719.063 708.063 697.063 693.063 700.063 706.063 707.063
#> [262] 709.063 712.063 712.063 712.063 711.063 710.063 708.063 704.063 700.063
#> [271] 697.063 699.063 703.063 709.063 721.063 731.063 730.063 722.063 711.063
#> [280] 708.063 715.063 723.063 732.063 727.063 722.063 717.063 720.063 724.063
#> [289] 736.063 746.063 751.063 747.063 744.063 743.063 742.063 741.063 742.063
#> [298] 742.063 744.063 746.063 749.063 750.063 752.063 754.063 747.063 737.063
#> [307] 730.063 733.063 736.063 738.063 751.063 763.063 775.063 774.063 772.063
#> [316] 760.063 748.063 730.063 724.063 734.063 750.063 768.063 775.063 786.063
#> [325] 795.063 797.063 793.063 789.063 791.063 793.063 794.063 793.063 791.063
#> [334] 791.063 791.063 790.063 790.063 790.063 790.063 788.063 786.063 785.063
#> [343] 786.063 787.063 786.063 785.063 784.063 782.063 780.063 781.063 788.063
#> [352] 795.063 796.063 791.063 787.063 785.063 783.063 784.063 786.063 788.063
#> [361] 788.063 789.063 789.063 789.063 785.063 778.063 771.063 768.063 768.063
#> [370] 773.063 778.063 783.063 781.063 780.063 778.063 776.063 774.063 772.063
#> [379] 770.063 767.063 764.063 765.063 769.063 762.063 751.063 747.063 752.063
#> [388] 745.063 732.063 730.063 740.063 748.063 746.063 750.063 757.063 768.063
#> [397] 773.063 778.063 780.063 781.063 782.063 782.063 782.063 778.063 774.063
#> [406] 770.063 762.063 753.063 743.063 741.063 739.063 738.063 738.063 737.063
#> [415] 736.063 736.063 738.063 740.063 741.063 741.063 741.063 743.063 746.063
#> [424] 750.063 751.063 743.063 734.063 725.063 718.063 711.063 706.063 707.063
#> [433] 708.063 712.063 716.063 710.063 700.063 696.063 702.063 708.063 708.063
#> [442] 708.063 702.063 697.063 691.063 693.063 697.063 700.063 693.063 684.063
#> [451] 679.063 683.063 683.063 679.063 664.063 653.063 642.063 642.063 642.063
#> [460] 638.063 630.063 622.063 616.063 614.063 616.063 620.063 625.063 628.063
#> [469] 631.063 627.063 621.063 618.063 620.063 619.063 615.063 608.063 604.063
#> [478] 601.063 597.063 592.063 586.063 586.063 582.063 578.063 574.063 575.063
#> [487] 576.063 570.063 564.063 557.063 556.063 558.063 561.063 559.063 552.063
#> [496] 542.063 529.063 522.063 509.063 503.063 511.063 524.063 538.063 530.063
#> [505] 520.063 509.063 507.063 508.063 507.063 505.063 510.063 517.063 522.063
#> [514] 519.063 518.063 519.063 516.063 510.063 502.063 496.063 483.063 473.063
#> [523] 464.063 466.063 474.063 482.063 486.063 482.063 477.063 474.063 472.063
#> [532] 470.063 466.063 463.063 462.063 458.063 448.063 431.063 419.063 413.063
#> [541] 415.063 418.063 420.063 420.063 420.063 409.063 398.063 388.063 389.063
#> [550] 391.063 393.063 397.063 393.063 388.063 389.063 396.063 400.063 394.063
#> [559] 389.063 384.063 381.063 379.063 376.063 374.063 372.063 370.063 368.063
#> [568] 367.063 367.063 364.063 360.063 357.063 356.063 356.063 352.063 346.063
#> [577] 342.063 340.063 341.063 337.063 333.063 328.063 329.063 329.063 331.063
#> [586] 333.063 332.063 327.063 317.063 309.063 307.063 309.063 311.063 311.063
#> [595] 311.063 310.063 310.063 309.063 306.063 303.063 300.063 300.063 299.063
#> [604] 299.063 299.063 298.063 298.063 297.063 297.063 298.063 300.063 301.063
#> [613] 288.063 273.063 265.063 277.063 289.063 295.063 295.063 285.063 276.063
#> [622] 268.063 269.063 272.063 275.063 276.063 275.063 272.063 267.063 264.063
#> [631] 262.063 257.063 251.063 246.063 247.063 245.063 242.063 236.063 234.063
#> [640] 238.063 244.063 247.063 245.063 242.063 240.063 238.063 224.063 213.063
#> [649] 203.063 205.063 215.063 224.063 232.063 227.063 223.063 220.063 219.063
#> [658] 217.063 215.063 213.063 210.063 207.063 204.063 203.063 203.063 194.063
#> [667] 186.063 182.063 187.063 189.063 186.063 182.063 181.063 182.063 183.063
#> [676] 182.063 181.063 184.063 188.063 186.063 180.063 173.063 177.063 184.063
#> [685] 190.063 193.063 193.063 191.063 189.063 187.063 189.063 191.063 184.063
#> [694] 174.063 164.063 169.063 173.063 175.063 172.063 169.063 168.063 167.063
#> [703] 164.063 163.063 160.063 157.063 155.063 158.063 162.063 166.063 166.063
#> [712] 169.063 172.063 177.063 179.063 181.063 180.063 178.063 176.063 178.063
#> [721] 180.063 170.063 158.063 149.063 154.063 158.063 157.063 156.063 156.063
#> [730] 156.063 156.063 147.063 139.063 131.063 131.063 133.063 135.063 137.063
#> [739] 132.063 126.063 119.063 117.063 127.063 139.063 148.063 144.063 141.063
#> [748] 130.063 118.063 117.063 126.063 132.063 128.063 126.063 124.063 119.063
#> [757] 111.063 105.063 99.063 98.063 97.063 99.063 108.063 116.063 124.063
#> [766] 127.063 129.063 130.063 128.063 125.063 123.063 123.063 116.063 108.063
#> [775] 101.063 104.063 107.063 108.063 115.063 122.063 129.063 129.063 125.063
#> [784] 122.063 119.063 120.063 121.063 122.063 112.063 98.063 85.063 82.063
#> [793] 84.063 84.063 81.063 75.063 70.063 67.063 67.063 83.063 100.063
#> [802] 107.063 98.063 88.063 90.063 95.063 99.063 102.063 104.063 103.063
#> [811] 101.063 90.063 81.063 77.063 81.063 84.063 84.063 84.063 83.063
#> [820] 82.063 80.063 76.063 71.063 66.063 73.063 83.063 90.063 75.063
#> [829] 60.063 60.063 73.063 73.063 61.063 58.063 66.063 75.063 67.063
#> [838] 59.063 50.063 50.063 50.063 50.063 52.063 52.063 53.063 53.063
#> [847] 51.063 49.063 57.063 67.063 77.063 76.063 69.063 62.063 55.063
#> [856] 55.063 53.063 51.063 49.063 49.063 50.063 50.063 46.063 41.063
#> [865] 39.063 45.063 50.063 52.063 52.063 51.063 48.063 45.063 42.063
#> [874] 42.063 42.063 39.063 32.063 25.063 21.063 21.063 21.063 24.063
#> [883] 28.063 29.063 26.063 15.063 7.063 2.063 5.063 8.063 10.063
#> [892] 12.063 21.063 29.063 26.063 18.063 10.063 12.063 13.063 13.063
#> [901] 17.063 23.063 29.063 26.063 22.063 18.063 19.063 20.063 21.063
#> [910] 20.063 14.063 3.063 -2.937 -6.937 -13.937 -20.937 -26.937 -22.937
#> [919] -19.937 -17.937 -22.937 -27.937 -30.937 -28.937 -30.937 -34.937 -33.937
#> [928] -29.937 -25.937 -26.937 -24.937 -22.937 -23.937 -27.937 -31.937 -30.937
#> [937] -29.937 -27.937 -27.937 -30.937 -32.937 -34.937 -35.937 -37.937 -38.937
#> [946] -36.937 -34.937 -31.937 -30.937 -32.937 -37.937 -41.937 -43.937 -42.937
#> [955] -41.937 -40.937 -40.937 -40.937 -39.937 -39.937 -39.937 -39.937 -45.937
#> [964] -51.937 -57.937 -53.937 -48.937 -43.937 -42.937 -42.937 -41.937 -40.937
#> [973] -43.937 -48.937 -54.937 -54.937 -51.937 -47.937 -43.937 -41.937 -38.937
#> [982] -36.937 -36.937 -41.937 -46.937 -49.937 -50.937 -52.937 -54.937 -55.937
#> [991] -51.937 -48.937 -51.937 -59.937 -67.937 -69.937 -78.937 -86.937 -91.937
#> [1000] -89.937
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$baseline_cor_epochs[[4]]
#> [1] -254.8051 -251.8051 -254.8051 -257.8051 -260.8051 -261.8051 -271.8051
#> [8] -280.8051 -289.8051 -289.8051 -289.8051 -289.8051 -292.8051 -294.8051
#> [15] -286.8051 -277.8051 -269.8051 -271.8051 -273.8051 -273.8051 -276.8051
#> [22] -279.8051 -277.8051 -272.8051 -266.8051 -266.8051 -266.8051 -267.8051
#> [29] -268.8051 -270.8051 -270.8051 -270.8051 -269.8051 -268.8051 -266.8051
#> [36] -265.8051 -267.8051 -269.8051 -270.8051 -270.8051 -267.8051 -266.8051
#> [43] -265.8051 -275.8051 -283.8051 -285.8051 -281.8051 -280.8051 -281.8051
#> [50] -281.8051 -278.8051 -272.8051 -271.8051 -269.8051 -271.8051 -274.8051
#> [57] -280.8051 -280.8051 -275.8051 -271.8051 -271.8051 -272.8051 -276.8051
#> [64] -279.8051 -273.8051 -267.8051 -264.8051 -267.8051 -272.8051 -273.8051
#> [71] -269.8051 -263.8051 -257.8051 -256.8051 -254.8051 -252.8051 -251.8051
#> [78] -250.8051 -262.8051 -274.8051 -285.8051 -294.8051 -303.8051 -298.8051
#> [85] -283.8051 -268.8051 -262.8051 -255.8051 -259.8051 -269.8051 -273.8051
#> [92] -269.8051 -268.8051 -273.8051 -271.8051 -266.8051 -258.8051 -255.8051
#> [99] -264.8051 -277.8051 -283.8051 -278.8051 -278.8051 -284.8051 -288.8051
#> [106] -285.8051 -282.8051 -282.8051 -284.8051 -286.8051 -285.8051 -279.8051
#> [113] -275.8051 -272.8051 -275.8051 -278.8051 -281.8051 -283.8051 -284.8051
#> [120] -291.8051 -297.8051 -291.8051 -279.8051 -267.8051 -267.8051 -267.8051
#> [127] -266.8051 -268.8051 -270.8051 -271.8051 -273.8051 -277.8051 -282.8051
#> [134] -285.8051 -284.8051 -282.8051 -281.8051 -282.8051 -282.8051 -281.8051
#> [141] -280.8051 -281.8051 -283.8051 -282.8051 -279.8051 -275.8051 -273.8051
#> [148] -269.8051 -266.8051 -278.8051 -292.8051 -299.8051 -292.8051 -286.8051
#> [155] -286.8051 -285.8051 -285.8051 -282.8051 -279.8051 -279.8051 -279.8051
#> [162] -279.8051 -271.8051 -265.8051 -267.8051 -274.8051 -279.8051 -274.8051
#> [169] -270.8051 -269.8051 -270.8051 -279.8051 -287.8051 -286.8051 -279.8051
#> [176] -272.8051 -272.8051 -269.8051 -265.8051 -261.8051 -260.8051 -260.8051
#> [183] -259.8051 -262.8051 -268.8051 -274.8051 -278.8051 -277.8051 -276.8051
#> [190] -276.8051 -275.8051 -272.8051 -265.8051 -259.8051 -270.8051 -283.8051
#> [197] -291.8051 -285.8051 -281.8051 -282.8051 -284.8051 -282.8051 -276.8051
#> [204] -270.8051 -265.8051 -266.8051 -266.8051 -258.8051 -251.8051 -257.8051
#> [211] -271.8051 -286.8051 -289.8051 -291.8051 -291.8051 -290.8051 -288.8051
#> [218] -285.8051 -285.8051 -287.8051 -285.8051 -280.8051 -270.8051 -260.8051
#> [225] -252.8051 -248.8051 -249.8051 -258.8051 -267.8051 -276.8051 -278.8051
#> [232] -280.8051 -277.8051 -273.8051 -270.8051 -272.8051 -275.8051 -276.8051
#> [239] -277.8051 -287.8051 -297.8051 -305.8051 -304.8051 -302.8051 -291.8051
#> [246] -280.8051 -273.8051 -276.8051 -279.8051 -277.8051 -276.8051 -275.8051
#> [253] -272.8051 -266.8051 -260.8051 -257.8051 -253.8051 -251.8051 -249.8051
#> [260] -252.8051 -253.8051 -253.8051 -254.8051 -255.8051 -255.8051 -259.8051
#> [267] -262.8051 -260.8051 -254.8051 -255.8051 -267.8051 -280.8051 -286.8051
#> [274] -284.8051 -281.8051 -278.8051 -278.8051 -279.8051 -277.8051 -273.8051
#> [281] -264.8051 -258.8051 -259.8051 -266.8051 -272.8051 -271.8051 -270.8051
#> [288] -269.8051 -268.8051 -267.8051 -271.8051 -275.8051 -281.8051 -281.8051
#> [295] -282.8051 -281.8051 -279.8051 -277.8051 -277.8051 -278.8051 -280.8051
#> [302] -282.8051 -283.8051 -287.8051 -291.8051 -295.8051 -297.8051 -297.8051
#> [309] -291.8051 -288.8051 -285.8051 -282.8051 -275.8051 -266.8051 -262.8051
#> [316] -264.8051 -269.8051 -276.8051 -277.8051 -279.8051 -275.8051 -271.8051
#> [323] -268.8051 -265.8051 -264.8051 -265.8051 -268.8051 -272.8051 -273.8051
#> [330] -274.8051 -278.8051 -280.8051 -281.8051 -277.8051 -271.8051 -266.8051
#> [337] -266.8051 -271.8051 -276.8051 -277.8051 -279.8051 -279.8051 -279.8051
#> [344] -278.8051 -277.8051 -277.8051 -272.8051 -267.8051 -263.8051 -265.8051
#> [351] -267.8051 -272.8051 -275.8051 -278.8051 -276.8051 -275.8051 -276.8051
#> [358] -276.8051 -273.8051 -271.8051 -260.8051 -250.8051 -248.8051 -255.8051
#> [365] -261.8051 -261.8051 -261.8051 -264.8051 -266.8051 -266.8051 -265.8051
#> [372] -257.8051 -249.8051 -242.8051 -243.8051 -245.8051 -249.8051 -251.8051
#> [379] -253.8051 -252.8051 -249.8051 -246.8051 -245.8051 -245.8051 -246.8051
#> [386] -246.8051 -256.8051 -266.8051 -266.8051 -254.8051 -242.8051 -241.8051
#> [393] -242.8051 -246.8051 -250.8051 -249.8051 -245.8051 -242.8051 -243.8051
#> [400] -244.8051 -241.8051 -238.8051 -238.8051 -242.8051 -245.8051 -249.8051
#> [407] -251.8051 -251.8051 -248.8051 -247.8051 -251.8051 -255.8051 -261.8051
#> [414] -264.8051 -266.8051 -265.8051 -265.8051 -267.8051 -267.8051 -262.8051
#> [421] -257.8051 -255.8051 -256.8051 -256.8051 -256.8051 -255.8051 -252.8051
#> [428] -249.8051 -252.8051 -257.8051 -263.8051 -261.8051 -256.8051 -247.8051
#> [435] -242.8051 -249.8051 -262.8051 -277.8051 -286.8051 -292.8051 -296.8051
#> [442] -296.8051 -286.8051 -275.8051 -266.8051 -253.8051 -239.8051 -227.8051
#> [449] -230.8051 -236.8051 -244.8051 -251.8051 -251.8051 -248.8051 -244.8051
#> [456] -245.8051 -247.8051 -249.8051 -260.8051 -272.8051 -274.8051 -262.8051
#> [463] -250.8051 -256.8051 -262.8051 -269.8051 -269.8051 -272.8051 -274.8051
#> [470] -277.8051 -279.8051 -281.8051 -282.8051 -286.8051 -289.8051 -288.8051
#> [477] -283.8051 -277.8051 -275.8051 -278.8051 -287.8051 -297.8051 -297.8051
#> [484] -291.8051 -291.8051 -297.8051 -302.8051 -301.8051 -302.8051 -299.8051
#> [491] -297.8051 -294.8051 -294.8051 -293.8051 -295.8051 -299.8051 -303.8051
#> [498] -305.8051 -304.8051 -303.8051 -301.8051 -299.8051 -298.8051 -298.8051
#> [505] -300.8051 -317.8051 -332.8051 -334.8051 -322.8051 -310.8051 -309.8051
#> [512] -309.8051 -310.8051 -312.8051 -315.8051 -317.8051 -316.8051 -313.8051
#> [519] -311.8051 -318.8051 -327.8051 -334.8051 -333.8051 -333.8051 -334.8051
#> [526] -335.8051 -335.8051 -334.8051 -334.8051 -332.8051 -331.8051 -330.8051
#> [533] -330.8051 -332.8051 -333.8051 -339.8051 -343.8051 -335.8051 -324.8051
#> [540] -313.8051 -314.8051 -315.8051 -315.8051 -316.8051 -319.8051 -327.8051
#> [547] -335.8051 -344.8051 -345.8051 -347.8051 -347.8051 -350.8051 -350.8051
#> [554] -349.8051 -348.8051 -350.8051 -353.8051 -354.8051 -353.8051 -351.8051
#> [561] -349.8051 -354.8051 -359.8051 -364.8051 -363.8051 -363.8051 -363.8051
#> [568] -365.8051 -366.8051 -366.8051 -369.8051 -372.8051 -375.8051 -373.8051
#> [575] -370.8051 -367.8051 -365.8051 -368.8051 -379.8051 -390.8051 -396.8051
#> [582] -393.8051 -394.8051 -395.8051 -389.8051 -381.8051 -388.8051 -404.8051
#> [589] -420.8051 -419.8051 -418.8051 -419.8051 -420.8051 -412.8051 -404.8051
#> [596] -398.8051 -401.8051 -402.8051 -402.8051 -404.8051 -408.8051 -410.8051
#> [603] -409.8051 -409.8051 -409.8051 -412.8051 -412.8051 -412.8051 -411.8051
#> [610] -412.8051 -414.8051 -420.8051 -427.8051 -427.8051 -421.8051 -414.8051
#> [617] -412.8051 -415.8051 -425.8051 -435.8051 -440.8051 -443.8051 -445.8051
#> [624] -447.8051 -440.8051 -437.8051 -434.8051 -433.8051 -430.8051 -429.8051
#> [631] -432.8051 -439.8051 -445.8051 -450.8051 -450.8051 -443.8051 -435.8051
#> [638] -440.8051 -453.8051 -466.8051 -463.8051 -458.8051 -453.8051 -449.8051
#> [645] -446.8051 -448.8051 -453.8051 -460.8051 -463.8051 -464.8051 -465.8051
#> [652] -462.8051 -457.8051 -452.8051 -454.8051 -456.8051 -457.8051 -460.8051
#> [659] -468.8051 -476.8051 -479.8051 -478.8051 -476.8051 -475.8051 -479.8051
#> [666] -482.8051 -484.8051 -480.8051 -477.8051 -475.8051 -475.8051 -476.8051
#> [673] -476.8051 -476.8051 -476.8051 -477.8051 -477.8051 -473.8051 -468.8051
#> [680] -468.8051 -474.8051 -480.8051 -484.8051 -485.8051 -487.8051 -487.8051
#> [687] -488.8051 -488.8051 -486.8051 -485.8051 -485.8051 -495.8051 -503.8051
#> [694] -503.8051 -496.8051 -489.8051 -489.8051 -490.8051 -490.8051 -487.8051
#> [701] -484.8051 -487.8051 -493.8051 -494.8051 -488.8051 -484.8051 -491.8051
#> [708] -498.8051 -501.8051 -499.8051 -497.8051 -497.8051 -496.8051 -499.8051
#> [715] -503.8051 -503.8051 -499.8051 -496.8051 -494.8051 -493.8051 -493.8051
#> [722] -494.8051 -496.8051 -495.8051 -494.8051 -497.8051 -501.8051 -505.8051
#> [729] -511.8051 -519.8051 -521.8051 -517.8051 -513.8051 -513.8051 -512.8051
#> [736] -511.8051 -510.8051 -510.8051 -509.8051 -509.8051 -512.8051 -515.8051
#> [743] -519.8051 -516.8051 -514.8051 -508.8051 -506.8051 -503.8051 -503.8051
#> [750] -502.8051 -502.8051 -502.8051 -502.8051 -505.8051 -511.8051 -521.8051
#> [757] -530.8051 -521.8051 -506.8051 -492.8051 -491.8051 -491.8051 -488.8051
#> [764] -485.8051 -488.8051 -501.8051 -514.8051 -519.8051 -516.8051 -514.8051
#> [771] -517.8051 -520.8051 -524.8051 -523.8051 -512.8051 -501.8051 -492.8051
#> [778] -494.8051 -500.8051 -507.8051 -516.8051 -521.8051 -520.8051 -507.8051
#> [785] -493.8051 -489.8051 -496.8051 -501.8051 -498.8051 -495.8051 -494.8051
#> [792] -492.8051 -490.8051 -487.8051 -486.8051 -490.8051 -499.8051 -507.8051
#> [799] -508.8051 -504.8051 -500.8051 -504.8051 -511.8051 -513.8051 -508.8051
#> [806] -504.8051 -505.8051 -506.8051 -507.8051 -507.8051 -509.8051 -513.8051
#> [813] -520.8051 -526.8051 -530.8051 -527.8051 -521.8051 -514.8051 -509.8051
#> [820] -509.8051 -512.8051 -514.8051 -517.8051 -523.8051 -529.8051 -528.8051
#> [827] -525.8051 -520.8051 -519.8051 -522.8051 -525.8051 -520.8051 -512.8051
#> [834] -507.8051 -511.8051 -514.8051 -514.8051 -516.8051 -518.8051 -524.8051
#> [841] -531.8051 -541.8051 -547.8051 -547.8051 -542.8051 -535.8051 -534.8051
#> [848] -533.8051 -533.8051 -530.8051 -528.8051 -528.8051 -530.8051 -530.8051
#> [855] -532.8051 -534.8051 -526.8051 -515.8051 -500.8051 -496.8051 -490.8051
#> [862] -490.8051 -498.8051 -509.8051 -519.8051 -514.8051 -509.8051 -504.8051
#> [869] -504.8051 -506.8051 -507.8051 -517.8051 -527.8051 -527.8051 -518.8051
#> [876] -511.8051 -513.8051 -512.8051 -506.8051 -500.8051 -498.8051 -498.8051
#> [883] -498.8051 -501.8051 -504.8051 -508.8051 -510.8051 -513.8051 -517.8051
#> [890] -512.8051 -506.8051 -499.8051 -499.8051 -499.8051 -497.8051 -496.8051
#> [897] -494.8051 -492.8051 -491.8051 -486.8051 -483.8051 -481.8051 -484.8051
#> [904] -488.8051 -490.8051 -492.8051 -493.8051 -495.8051 -499.8051 -502.8051
#> [911] -496.8051 -486.8051 -477.8051 -486.8051 -496.8051 -505.8051 -505.8051
#> [918] -503.8051 -496.8051 -489.8051 -484.8051 -483.8051 -478.8051 -473.8051
#> [925] -475.8051 -490.8051 -504.8051 -501.8051 -489.8051 -479.8051 -485.8051
#> [932] -490.8051 -494.8051 -497.8051 -500.8051 -499.8051 -497.8051 -495.8051
#> [939] -497.8051 -497.8051 -497.8051 -488.8051 -482.8051 -476.8051 -480.8051
#> [946] -479.8051 -478.8051 -476.8051 -473.8051 -471.8051 -478.8051 -487.8051
#> [953] -496.8051 -494.8051 -493.8051 -493.8051 -495.8051 -493.8051 -490.8051
#> [960] -486.8051 -486.8051 -485.8051 -483.8051 -481.8051 -479.8051 -478.8051
#> [967] -478.8051 -476.8051 -475.8051 -476.8051 -477.8051 -477.8051 -484.8051
#> [974] -490.8051 -496.8051 -492.8051 -487.8051 -484.8051 -482.8051 -483.8051
#> [981] -484.8051 -475.8051 -464.8051 -452.8051 -451.8051 -451.8051 -463.8051
#> [988] -474.8051 -481.8051 -478.8051 -474.8051 -469.8051 -464.8051 -458.8051
#> [995] -456.8051 -453.8051 -455.8051 -462.8051 -468.8051 -471.8051
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$baseline_cor_epochs[[5]]
#> [1] 51.087 51.087 46.087 42.087 41.087 42.087 43.087 41.087
#> [9] 40.087 40.087 49.087 58.087 65.087 61.087 55.087 51.087
#> [17] 52.087 56.087 60.087 62.087 61.087 62.087 63.087 63.087
#> [25] 62.087 61.087 61.087 67.087 72.087 77.087 76.087 74.087
#> [33] 71.087 66.087 62.087 59.087 59.087 59.087 59.087 60.087
#> [41] 60.087 62.087 69.087 76.087 83.087 84.087 76.087 67.087
#> [49] 62.087 65.087 70.087 73.087 76.087 80.087 80.087 78.087
#> [57] 73.087 71.087 71.087 69.087 63.087 57.087 55.087 54.087
#> [65] 56.087 60.087 65.087 60.087 54.087 49.087 51.087 56.087
#> [73] 59.087 62.087 63.087 65.087 71.087 76.087 78.087 77.087
#> [81] 76.087 77.087 77.087 76.087 75.087 73.087 72.087 71.087
#> [89] 70.087 70.087 70.087 70.087 71.087 71.087 76.087 81.087
#> [97] 85.087 85.087 87.087 76.087 63.087 59.087 67.087 75.087
#> [105] 73.087 72.087 72.087 71.087 71.087 72.087 75.087 79.087
#> [113] 83.087 84.087 83.087 87.087 93.087 91.087 83.087 76.087
#> [121] 76.087 76.087 80.087 83.087 92.087 98.087 95.087 87.087
#> [129] 80.087 79.087 78.087 77.087 78.087 78.087 76.087 75.087
#> [137] 75.087 73.087 70.087 66.087 65.087 59.087 56.087 57.087
#> [145] 63.087 71.087 73.087 73.087 69.087 66.087 67.087 69.087
#> [153] 70.087 71.087 72.087 74.087 75.087 69.087 67.087 69.087
#> [161] 78.087 81.087 77.087 74.087 72.087 72.087 71.087 70.087
#> [169] 69.087 62.087 56.087 50.087 54.087 57.087 59.087 57.087
#> [177] 57.087 57.087 61.087 65.087 68.087 69.087 69.087 72.087
#> [185] 75.087 78.087 78.087 80.087 82.087 81.087 74.087 65.087
#> [193] 58.087 57.087 56.087 61.087 66.087 71.087 71.087 65.087
#> [201] 58.087 51.087 52.087 52.087 52.087 51.087 56.087 60.087
#> [209] 65.087 75.087 85.087 93.087 94.087 91.087 81.087 70.087
#> [217] 62.087 62.087 60.087 57.087 54.087 51.087 50.087 48.087
#> [225] 48.087 47.087 49.087 50.087 56.087 60.087 57.087 50.087
#> [233] 40.087 38.087 34.087 33.087 32.087 32.087 33.087 34.087
#> [241] 33.087 32.087 30.087 30.087 30.087 38.087 46.087 53.087
#> [249] 49.087 45.087 41.087 41.087 41.087 41.087 41.087 43.087
#> [257] 44.087 41.087 35.087 35.087 43.087 53.087 55.087 53.087
#> [265] 51.087 50.087 48.087 40.087 33.087 34.087 42.087 56.087
#> [273] 61.087 57.087 48.087 33.087 28.087 29.087 35.087 40.087
#> [281] 36.087 33.087 31.087 32.087 34.087 35.087 36.087 33.087
#> [289] 31.087 30.087 33.087 34.087 32.087 29.087 26.087 24.087
#> [297] 30.087 38.087 47.087 46.087 44.087 43.087 42.087 42.087
#> [305] 38.087 35.087 33.087 35.087 32.087 26.087 19.087 19.087
#> [313] 25.087 31.087 35.087 35.087 40.087 46.087 51.087 50.087
#> [321] 47.087 44.087 32.087 21.087 12.087 14.087 16.087 21.087
#> [329] 25.087 29.087 27.087 26.087 22.087 21.087 19.087 21.087
#> [337] 23.087 25.087 26.087 18.087 9.087 5.087 9.087 14.087
#> [345] 17.087 18.087 14.087 10.087 9.087 12.087 19.087 23.087
#> [353] 25.087 23.087 24.087 25.087 25.087 26.087 24.087 27.087
#> [361] 29.087 29.087 26.087 23.087 25.087 31.087 36.087 40.087
#> [369] 40.087 26.087 12.087 2.087 5.087 8.087 7.087 8.087
#> [377] 12.087 14.087 14.087 13.087 13.087 13.087 14.087 17.087
#> [385] 20.087 20.087 18.087 16.087 15.087 9.087 4.087 -0.913
#> [393] -0.913 -0.913 0.087 1.087 1.087 -0.913 -6.913 -16.913
#> [401] -25.913 -29.913 -26.913 -17.913 -8.913 -1.913 -3.913 -9.913
#> [409] -13.913 -14.913 -13.913 -9.913 -5.913 -1.913 -8.913 -16.913
#> [417] -24.913 -24.913 -24.913 -26.913 -29.913 -30.913 -29.913 -28.913
#> [425] -27.913 -26.913 -25.913 -25.913 -25.913 -26.913 -26.913 -26.913
#> [433] -29.913 -32.913 -35.913 -32.913 -27.913 -22.913 -23.913 -26.913
#> [441] -41.913 -55.913 -70.913 -74.913 -71.913 -66.913 -61.913 -62.913
#> [449] -67.913 -80.913 -96.913 -108.913 -102.913 -92.913 -85.913 -87.913
#> [457] -88.913 -87.913 -86.913 -87.913 -89.913 -91.913 -91.913 -94.913
#> [465] -96.913 -100.913 -101.913 -102.913 -98.913 -94.913 -94.913 -100.913
#> [473] -109.913 -113.913 -115.913 -119.913 -123.913 -128.913 -130.913 -132.913
#> [481] -133.913 -141.913 -149.913 -156.913 -157.913 -157.913 -158.913 -153.913
#> [489] -146.913 -139.913 -140.913 -151.913 -161.913 -164.913 -161.913 -159.913
#> [497] -161.913 -163.913 -164.913 -171.913 -180.913 -190.913 -193.913 -193.913
#> [505] -193.913 -197.913 -201.913 -206.913 -204.913 -197.913 -191.913 -193.913
#> [513] -199.913 -205.913 -205.913 -208.913 -212.913 -215.913 -215.913 -215.913
#> [521] -214.913 -216.913 -226.913 -237.913 -245.913 -248.913 -251.913 -256.913
#> [529] -257.913 -259.913 -260.913 -260.913 -260.913 -260.913 -258.913 -257.913
#> [537] -256.913 -257.913 -256.913 -263.913 -270.913 -274.913 -273.913 -272.913
#> [545] -275.913 -277.913 -285.913 -289.913 -292.913 -289.913 -287.913 -286.913
#> [553] -286.913 -283.913 -280.913 -290.913 -304.913 -321.913 -325.913 -325.913
#> [561] -322.913 -318.913 -318.913 -316.913 -314.913 -310.913 -309.913 -307.913
#> [569] -306.913 -306.913 -306.913 -316.913 -328.913 -340.913 -343.913 -345.913
#> [577] -344.913 -344.913 -352.913 -361.913 -368.913 -364.913 -361.913 -359.913
#> [585] -360.913 -371.913 -379.913 -381.913 -375.913 -381.913 -389.913 -397.913
#> [593] -391.913 -383.913 -375.913 -381.913 -396.913 -412.913 -414.913 -402.913
#> [601] -391.913 -385.913 -387.913 -390.913 -392.913 -394.913 -394.913 -394.913
#> [609] -401.913 -408.913 -415.913 -415.913 -419.913 -423.913 -428.913 -431.913
#> [617] -433.913 -438.913 -443.913 -448.913 -452.913 -455.913 -459.913 -453.913
#> [625] -446.913 -444.913 -449.913 -453.913 -455.913 -456.913 -461.913 -462.913
#> [633] -463.913 -463.913 -467.913 -474.913 -481.913 -472.913 -462.913 -454.913
#> [641] -460.913 -478.913 -491.913 -498.913 -491.913 -486.913 -487.913 -490.913
#> [649] -493.913 -492.913 -491.913 -489.913 -487.913 -484.913 -481.913 -475.913
#> [657] -471.913 -484.913 -500.913 -508.913 -499.913 -493.913 -498.913 -503.913
#> [665] -505.913 -506.913 -507.913 -508.913 -516.913 -523.913 -530.913 -530.913
#> [673] -537.913 -544.913 -544.913 -538.913 -533.913 -534.913 -535.913 -535.913
#> [681] -540.913 -545.913 -556.913 -562.913 -570.913 -569.913 -568.913 -564.913
#> [689] -563.913 -563.913 -563.913 -563.913 -562.913 -562.913 -564.913 -566.913
#> [697] -567.913 -568.913 -565.913 -564.913 -562.913 -563.913 -570.913 -575.913
#> [705] -580.913 -577.913 -576.913 -583.913 -589.913 -593.913 -590.913 -589.913
#> [713] -592.913 -595.913 -596.913 -596.913 -602.913 -611.913 -619.913 -623.913
#> [721] -627.913 -630.913 -625.913 -619.913 -622.913 -631.913 -635.913 -624.913
#> [729] -613.913 -613.913 -617.913 -621.913 -619.913 -622.913 -624.913 -626.913
#> [737] -625.913 -625.913 -625.913 -626.913 -626.913 -630.913 -640.913 -655.913
#> [745] -667.913 -671.913 -669.913 -668.913 -668.913 -668.913 -667.913 -666.913
#> [753] -659.913 -653.913 -647.913 -648.913 -648.913 -658.913 -668.913 -674.913
#> [761] -670.913 -658.913 -652.913 -647.913 -649.913 -662.913 -673.913 -682.913
#> [769] -680.913 -679.913 -680.913 -684.913 -685.913 -687.913 -694.913 -703.913
#> [777] -707.913 -698.913 -689.913 -690.913 -694.913 -695.913 -691.913 -694.913
#> [785] -701.913 -697.913 -687.913 -681.913 -685.913 -698.913 -708.913 -714.913
#> [793] -710.913 -705.913 -704.913 -704.913 -705.913 -707.913 -707.913 -713.913
#> [801] -718.913 -724.913 -725.913 -726.913 -730.913 -737.913 -744.913 -739.913
#> [809] -731.913 -729.913 -732.913 -736.913 -734.913 -733.913 -733.913 -731.913
#> [817] -729.913 -729.913 -729.913 -731.913 -733.913 -737.913 -742.913 -743.913
#> [825] -743.913 -740.913 -738.913 -736.913 -739.913 -745.913 -753.913 -758.913
#> [833] -761.913 -769.913 -777.913 -777.913 -768.913 -762.913 -763.913 -762.913
#> [841] -758.913 -755.913 -756.913 -759.913 -773.913 -785.913 -794.913 -784.913
#> [849] -774.913 -768.913 -771.913 -777.913 -778.913 -780.913 -779.913 -783.913
#> [857] -785.913 -790.913 -796.913 -798.913 -792.913 -785.913 -784.913 -786.913
#> [865] -789.913 -790.913 -793.913 -797.913 -799.913 -801.913 -801.913 -801.913
#> [873] -805.913 -810.913 -818.913 -822.913 -824.913 -823.913 -813.913 -802.913
#> [881] -796.913 -802.913 -816.913 -827.913 -829.913 -825.913 -821.913 -822.913
#> [889] -823.913 -824.913 -824.913 -824.913 -825.913 -825.913 -816.913 -808.913
#> [897] -796.913 -792.913 -803.913 -816.913 -830.913 -827.913 -825.913 -825.913
#> [905] -829.913 -830.913 -831.913 -830.913 -832.913 -832.913 -830.913 -830.913
#> [913] -832.913 -834.913 -835.913 -834.913 -834.913 -833.913 -833.913 -829.913
#> [921] -825.913 -822.913 -827.913 -833.913 -840.913 -842.913 -842.913 -842.913
#> [929] -845.913 -849.913 -848.913 -845.913 -840.913 -838.913 -839.913 -840.913
#> [937] -842.913 -852.913 -861.913 -871.913 -871.913 -869.913 -867.913 -864.913
#> [945] -864.913 -866.913 -867.913 -865.913 -864.913 -858.913 -854.913 -864.913
#> [953] -877.913 -892.913 -894.913 -896.913 -896.913 -897.913 -899.913 -899.913
#> [961] -895.913 -890.913 -896.913 -903.913 -911.913 -909.913 -910.913 -912.913
#> [969] -914.913 -915.913 -907.913 -899.913 -894.913 -899.913 -903.913 -904.913
#> [977] -903.913 -899.913 -894.913 -892.913 -897.913 -903.913 -905.913 -916.913
#> [985] -931.913 -947.913 -941.913 -931.913 -921.913 -919.913 -916.913 -916.913
#> [993] -923.913 -931.913 -937.913 -939.913 -940.913 -933.913 -921.913 -908.913
#>
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$baseline_means_by_epoch
#> [1] 6227.703 6287.253 5571.937 6010.805 6901.913
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$baseline_correction_method
#> [1] "subtractive"
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$baseline_cor_col_name
#> [1] "pupil_raw_sub_bline_DELAY_STOP_"
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$epoch_events
#> [1] "PROBE_START_{trial}"
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$baseline_events
#> [1] "DELAY_STOP_*"
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$n_epochs
#> [1] 5
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$n_baseline_epochs
#> [1] 5
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$info
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$info$calc_baseline
#> [1] TRUE
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$info$apply_baseline
#> [1] TRUE
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$info$baseline_type
#> [1] "sub"
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$info$baseline_events
#> [1] "DELAY_STOP_*"
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$info$baseline_period
#> [1] -1 0
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$info$epoch_events
#> [1] "PROBE_START_{trial}"
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$info$epoch_limits
#> [1] 0 1
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$info$n_epochs
#> [1] 5
#>
#> $baseline_pupil_raw_sub_bline_DELAY_STOP__epoch_prePostProbe$block_1$info$n_baseline_epochs
#> [1] 5
#>
#>
#>
#>
#> attr(,"class")
#> [1] "eyeris"
# example 8: use mean of time period between set start/end event messages
# (i.e. between "DELAY_START" and "DELAY_STOP"). In this case, the
# `baseline_period` argument will be ignored since both a "start" and "end"
# message string are provided to the `baseline_events` argument.
eye_preproc |>
eyeris::epoch(
events = "PROBE_START_{trial}",
limits = c(0, 1), # grab 0 seconds prior to and 1 second post PROBE event
label = "prePostProbe", # custom epoch label name
baseline = TRUE, # Calculate and apply baseline correction
baseline_type = "sub", # "sub"tractive baseline calculation is default
baseline_events = c(
"DELAY_START_*",
"DELAY_STOP_*"
)
)
#> ℹ Epoching and baselining pupil data...
#> ℹ Block 1: found 5 matching events for PROBESTARTtrial
#> ✔ Done!
#> ✔ Block 1: pupil data from 5 unique event messages extracted
#> ✔ Block 1: 9 epochs baselined
#> ✔ Pupil epoching and baselining completed in 0.10 secs
#> ℹ Recalculating epoched confounds for new epochs...
#> $file
#> [1] "/home/runner/work/_temp/Library/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 14
#> block time_orig time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11334491 0 982. 555. R 1000 diameter 6198
#> 2 1 11334492 0.001 981. 554. R 1000 diameter 6201
#> 3 1 11334493 0.002 981 553. R 1000 diameter 6201
#> 4 1 11334494 0.003 981. 554. R 1000 diameter 6202
#> 5 1 11334495 0.004 981. 554. R 1000 diameter 6202
#> 6 1 11334496 0.005 981. 553 R 1000 diameter 6200
#> 7 1 11334497 0.006 982. 551. R 1000 diameter 6198
#> 8 1 11334498 0.007 983 550. R 1000 diameter 6196
#> 9 1 11334499 0.008 984. 551. R 1000 diameter 6196
#> 10 1 11334500 0.009 983. 552. R 1000 diameter 6199
#> # ℹ 20,757 more rows
#> # ℹ 5 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>
#>
#>
#> $events
#> $events$block_1
#> # A tibble: 67 × 4
#> block time text text_unique
#> <dbl> <dbl> <chr> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START EXP_START
#> 3 1 11334491 TRIALID 22 TRIALID 22
#> 4 1 11334491 START_TRIAL_22 START_TRIAL_22
#> 5 1 11334491 CUE_START_22 CUE_START_22
#> 6 1 11335466 CUE_STOP_22 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22 PROBE_START_22
#> 10 1 11337158 RESPONSE_22 RESPONSE_22
#> # ℹ 57 more rows
#>
#>
#> $blinks
#> $blinks$block_1
#> # A tibble: 1 × 5
#> block stime etime dur eye
#> <dbl> <dbl> <dbl> <dbl> <fct>
#> 1 1 11348253 11348308 56 R
#>
#>
#> $info
#> date model version sample.rate cr left right mono
#> 1 2009-01-11 02:40:47 EyeLink 1000 4.594 1000 TRUE FALSE TRUE TRUE
#> screen.x screen.y mount filter.level
#> 1 1920 1080 Desktop / Monocular / Head Stabilized 2
#> sample.dtype event.dtype pupil.dtype velocity resolution htarg input buttons
#> 1 GAZE GAZE DIAMETER FALSE FALSE FALSE TRUE FALSE
#>
#> $latest
#> [1] "pupil_raw_epoch"
#>
#> $confounds
#> $confounds$unepoched_timeseries
#> $confounds$unepoched_timeseries$block_1
#> $confounds$unepoched_timeseries$block_1$pupil_raw
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 74 0.003563346 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 74 74 74 74
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 74 74 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 0.00014446 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 56 56 56
#> total_blink_time_ms prop_blink_time
#> 1 56 0.002696716
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt_z
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#>
#>
#> $confounds$epoched_timeseries
#> $confounds$epoched_timeseries$epoch_prePostProbe
#> $confounds$epoched_timeseries$epoch_prePostProbe$block_1
#> matched_event
#> PROBE_START_22.pupil_raw PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_22
#> PROBE_START_22.pupil_raw_sub_bline_multi_baseline PROBE_START_22
#> PROBE_START_23.pupil_raw PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_23
#> PROBE_START_23.pupil_raw_sub_bline_multi_baseline PROBE_START_23
#> PROBE_START_24.pupil_raw PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_24
#> PROBE_START_24.pupil_raw_sub_bline_multi_baseline PROBE_START_24
#> PROBE_START_25.pupil_raw PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_25
#> PROBE_START_25.pupil_raw_sub_bline_multi_baseline PROBE_START_25
#> PROBE_START_26.pupil_raw PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_26
#> PROBE_START_26.pupil_raw_sub_bline_multi_baseline PROBE_START_26
#> text_unique
#> PROBE_START_22.pupil_raw PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_22
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_22
#> PROBE_START_22.pupil_raw_sub_bline_multi_baseline PROBE_START_22
#> PROBE_START_23.pupil_raw PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_23
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_23
#> PROBE_START_23.pupil_raw_sub_bline_multi_baseline PROBE_START_23
#> PROBE_START_24.pupil_raw PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_24
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_24
#> PROBE_START_24.pupil_raw_sub_bline_multi_baseline PROBE_START_24
#> PROBE_START_25.pupil_raw PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_25
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_25
#> PROBE_START_25.pupil_raw_sub_bline_multi_baseline PROBE_START_25
#> PROBE_START_26.pupil_raw PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt PROBE_START_26
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z PROBE_START_26
#> PROBE_START_26.pupil_raw_sub_bline_multi_baseline PROBE_START_26
#> step
#> PROBE_START_22.pupil_raw raw
#> PROBE_START_22.pupil_raw_deblink raw_deblink
#> PROBE_START_22.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_22.pupil_raw_sub_bline_multi_baseline raw_sub_bline_multi_baseline
#> PROBE_START_23.pupil_raw raw
#> PROBE_START_23.pupil_raw_deblink raw_deblink
#> PROBE_START_23.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_23.pupil_raw_sub_bline_multi_baseline raw_sub_bline_multi_baseline
#> PROBE_START_24.pupil_raw raw
#> PROBE_START_24.pupil_raw_deblink raw_deblink
#> PROBE_START_24.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_24.pupil_raw_sub_bline_multi_baseline raw_sub_bline_multi_baseline
#> PROBE_START_25.pupil_raw raw
#> PROBE_START_25.pupil_raw_deblink raw_deblink
#> PROBE_START_25.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_25.pupil_raw_sub_bline_multi_baseline raw_sub_bline_multi_baseline
#> PROBE_START_26.pupil_raw raw
#> PROBE_START_26.pupil_raw_deblink raw_deblink
#> PROBE_START_26.pupil_raw_deblink_detransient raw_deblink_detransient
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate raw_deblink_detransient_interpolate
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt raw_deblink_detransient_interpolate_lpfilt
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z raw_deblink_detransient_interpolate_lpfilt_z
#> PROBE_START_26.pupil_raw_sub_bline_multi_baseline raw_sub_bline_multi_baseline
#> range
#> PROBE_START_22.pupil_raw 998.0000000
#> PROBE_START_22.pupil_raw_deblink 998.0000000
#> PROBE_START_22.pupil_raw_deblink_detransient 998.0000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 998.0000000
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 971.1301965
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.1401446
#> PROBE_START_22.pupil_raw_sub_bline_multi_baseline 998.0000000
#> PROBE_START_23.pupil_raw 1260.0000000
#> PROBE_START_23.pupil_raw_deblink 1260.0000000
#> PROBE_START_23.pupil_raw_deblink_detransient 1260.0000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 1260.0000000
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 1231.7028625
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.7143860
#> PROBE_START_23.pupil_raw_sub_bline_multi_baseline 1260.0000000
#> PROBE_START_24.pupil_raw 889.0000000
#> PROBE_START_24.pupil_raw_deblink 889.0000000
#> PROBE_START_24.pupil_raw_deblink_detransient 889.0000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 889.0000000
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 861.9328918
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.8994992
#> PROBE_START_24.pupil_raw_sub_bline_multi_baseline 889.0000000
#> PROBE_START_25.pupil_raw 320.0000000
#> PROBE_START_25.pupil_raw_deblink 320.0000000
#> PROBE_START_25.pupil_raw_deblink_detransient 320.0000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 320.0000000
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 258.3466336
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.5693358
#> PROBE_START_25.pupil_raw_sub_bline_multi_baseline 320.0000000
#> PROBE_START_26.pupil_raw 1046.0000000
#> PROBE_START_26.pupil_raw_deblink 1046.0000000
#> PROBE_START_26.pupil_raw_deblink_detransient 1046.0000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 1046.0000000
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 991.3022946
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 2.1845992
#> PROBE_START_26.pupil_raw_sub_bline_multi_baseline 1046.0000000
#> zscore_max
#> PROBE_START_22.pupil_raw 1.212828
#> PROBE_START_22.pupil_raw_deblink 1.212828
#> PROBE_START_22.pupil_raw_deblink_detransient 1.212828
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 1.212828
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 1.171161
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.171161
#> PROBE_START_22.pupil_raw_sub_bline_multi_baseline 1.212828
#> PROBE_START_23.pupil_raw 1.187923
#> PROBE_START_23.pupil_raw_deblink 1.187923
#> PROBE_START_23.pupil_raw_deblink_detransient 1.187923
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 1.187923
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 1.143733
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.143733
#> PROBE_START_23.pupil_raw_sub_bline_multi_baseline 1.187923
#> PROBE_START_24.pupil_raw 1.426172
#> PROBE_START_24.pupil_raw_deblink 1.426172
#> PROBE_START_24.pupil_raw_deblink_detransient 1.426172
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 1.426172
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 1.371809
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.371809
#> PROBE_START_24.pupil_raw_sub_bline_multi_baseline 1.426172
#> PROBE_START_25.pupil_raw 1.319130
#> PROBE_START_25.pupil_raw_deblink 1.319130
#> PROBE_START_25.pupil_raw_deblink_detransient 1.319130
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 1.319130
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 1.053828
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.053828
#> PROBE_START_25.pupil_raw_sub_bline_multi_baseline 1.319130
#> PROBE_START_26.pupil_raw 1.101652
#> PROBE_START_26.pupil_raw_deblink 1.101652
#> PROBE_START_26.pupil_raw_deblink_detransient 1.101652
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 1.101652
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 1.038116
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 1.038116
#> PROBE_START_26.pupil_raw_sub_bline_multi_baseline 1.101652
#> zscore_min
#> PROBE_START_22.pupil_raw -1.840736
#> PROBE_START_22.pupil_raw_deblink -1.840736
#> PROBE_START_22.pupil_raw_deblink_detransient -1.840736
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate -1.840736
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt -1.802933
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.802933
#> PROBE_START_22.pupil_raw_sub_bline_multi_baseline -1.840736
#> PROBE_START_23.pupil_raw -1.896783
#> PROBE_START_23.pupil_raw_deblink -1.896783
#> PROBE_START_23.pupil_raw_deblink_detransient -1.896783
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate -1.896783
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt -1.872208
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.872208
#> PROBE_START_23.pupil_raw_sub_bline_multi_baseline -1.896783
#> PROBE_START_24.pupil_raw -1.779584
#> PROBE_START_24.pupil_raw_deblink -1.779584
#> PROBE_START_24.pupil_raw_deblink_detransient -1.779584
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate -1.779584
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt -1.736967
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.736967
#> PROBE_START_24.pupil_raw_sub_bline_multi_baseline -1.779584
#> PROBE_START_25.pupil_raw -1.713636
#> PROBE_START_25.pupil_raw_deblink -1.713636
#> PROBE_START_25.pupil_raw_deblink_detransient -1.713636
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate -1.713636
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt -1.405919
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.405919
#> PROBE_START_25.pupil_raw_sub_bline_multi_baseline -1.713636
#> PROBE_START_26.pupil_raw -1.825580
#> PROBE_START_26.pupil_raw_deblink -1.825580
#> PROBE_START_26.pupil_raw_deblink_detransient -1.825580
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate -1.825580
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt -1.737069
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z -1.737069
#> PROBE_START_26.pupil_raw_sub_bline_multi_baseline -1.825580
#> prop_blink_time
#> PROBE_START_22.pupil_raw 0
#> PROBE_START_22.pupil_raw_deblink 0
#> PROBE_START_22.pupil_raw_deblink_detransient 0
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_22.pupil_raw_sub_bline_multi_baseline 0
#> PROBE_START_23.pupil_raw 0
#> PROBE_START_23.pupil_raw_deblink 0
#> PROBE_START_23.pupil_raw_deblink_detransient 0
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_23.pupil_raw_sub_bline_multi_baseline 0
#> PROBE_START_24.pupil_raw 0
#> PROBE_START_24.pupil_raw_deblink 0
#> PROBE_START_24.pupil_raw_deblink_detransient 0
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_24.pupil_raw_sub_bline_multi_baseline 0
#> PROBE_START_25.pupil_raw 0
#> PROBE_START_25.pupil_raw_deblink 0
#> PROBE_START_25.pupil_raw_deblink_detransient 0
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_25.pupil_raw_sub_bline_multi_baseline 0
#> PROBE_START_26.pupil_raw 0
#> PROBE_START_26.pupil_raw_deblink 0
#> PROBE_START_26.pupil_raw_deblink_detransient 0
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 0
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 0
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0
#> PROBE_START_26.pupil_raw_sub_bline_multi_baseline 0
#> pre_epoch_pupil_sd
#> PROBE_START_22.pupil_raw 43.51043507
#> PROBE_START_22.pupil_raw_deblink 43.51043507
#> PROBE_START_22.pupil_raw_deblink_detransient 43.51043507
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 43.51043507
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 42.09339080
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.09276402
#> PROBE_START_22.pupil_raw_sub_bline_multi_baseline NA
#> PROBE_START_23.pupil_raw 41.04019932
#> PROBE_START_23.pupil_raw_deblink 41.04019932
#> PROBE_START_23.pupil_raw_deblink_detransient 41.04019932
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 41.04019932
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 39.02897700
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.08601077
#> PROBE_START_23.pupil_raw_sub_bline_multi_baseline NA
#> PROBE_START_24.pupil_raw 62.93071686
#> PROBE_START_24.pupil_raw_deblink 62.93071686
#> PROBE_START_24.pupil_raw_deblink_detransient 62.93071686
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 62.93071686
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 61.28090023
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.13504882
#> PROBE_START_24.pupil_raw_sub_bline_multi_baseline NA
#> PROBE_START_25.pupil_raw 40.62699823
#> PROBE_START_25.pupil_raw_deblink 40.62699823
#> PROBE_START_25.pupil_raw_deblink_detransient 40.62699823
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 40.62699823
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 40.73405825
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.08976837
#> PROBE_START_25.pupil_raw_sub_bline_multi_baseline NA
#> PROBE_START_26.pupil_raw 20.27918326
#> PROBE_START_26.pupil_raw_deblink 20.27918326
#> PROBE_START_26.pupil_raw_deblink_detransient 20.27918326
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 20.27918326
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 20.61066743
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.04542111
#> PROBE_START_26.pupil_raw_sub_bline_multi_baseline NA
#> epoch_pupil_sd
#> PROBE_START_22.pupil_raw 326.8312387
#> PROBE_START_22.pupil_raw_deblink 326.8312387
#> PROBE_START_22.pupil_raw_deblink_detransient 326.8312387
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate 326.8312387
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt 326.5297980
#> PROBE_START_22.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.7195956
#> PROBE_START_22.pupil_raw_sub_bline_multi_baseline 326.8312387
#> PROBE_START_23.pupil_raw 408.4668023
#> PROBE_START_23.pupil_raw_deblink 408.4668023
#> PROBE_START_23.pupil_raw_deblink_detransient 408.4668023
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate 408.4668023
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt 408.3975024
#> PROBE_START_23.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.9000129
#> PROBE_START_23.pupil_raw_sub_bline_multi_baseline 408.4668023
#> PROBE_START_24.pupil_raw 277.3137048
#> PROBE_START_24.pupil_raw_deblink 277.3137048
#> PROBE_START_24.pupil_raw_deblink_detransient 277.3137048
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate 277.3137048
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt 277.2579621
#> PROBE_START_24.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.6110119
#> PROBE_START_24.pupil_raw_sub_bline_multi_baseline 277.3137048
#> PROBE_START_25.pupil_raw 105.5142231
#> PROBE_START_25.pupil_raw_deblink 105.5142231
#> PROBE_START_25.pupil_raw_deblink_detransient 105.5142231
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate 105.5142231
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt 105.0297599
#> PROBE_START_25.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.2314611
#> PROBE_START_25.pupil_raw_sub_bline_multi_baseline 105.5142231
#> PROBE_START_26.pupil_raw 357.3341023
#> PROBE_START_26.pupil_raw_deblink 357.3341023
#> PROBE_START_26.pupil_raw_deblink_detransient 357.3341023
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate 357.3341023
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt 357.2021991
#> PROBE_START_26.pupil_raw_deblink_detransient_interpolate_lpfilt_z 0.7871904
#> PROBE_START_26.pupil_raw_sub_bline_multi_baseline 357.3341023
#>
#>
#>
#> $confounds$epoched_epoch_wide
#> $confounds$epoched_epoch_wide$epoch_prePostProbe
#> $confounds$epoched_epoch_wide$epoch_prePostProbe$block_1
#> matched_event text_unique n_samples n_blinks_in_baseline
#> PROBE_START_22 PROBE_START_22 PROBE_START_22 1000 NA
#> PROBE_START_23 PROBE_START_23 PROBE_START_23 1000 NA
#> PROBE_START_24 PROBE_START_24 PROBE_START_24 1000 NA
#> PROBE_START_25 PROBE_START_25 PROBE_START_25 1000 NA
#> PROBE_START_26 PROBE_START_26 PROBE_START_26 1000 NA
#> time_to_first_blink_ms epoch_duration_ms
#> PROBE_START_22 NA 999
#> PROBE_START_23 NA 999
#> PROBE_START_24 NA 999
#> PROBE_START_25 NA 999
#> PROBE_START_26 NA 999
#>
#>
#>
#>
#> $params
#> $params$epoch
#> pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE)
#>
#>
#> $epoch_prePostProbe
#> $epoch_prePostProbe$block_1
#> # A tibble: 5,000 × 21
#> block time_orig timebin time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11336474 0 1.98 972. 550. R 1000 diameter 6513
#> 2 1 11336475 0.00100 1.98 971. 551. R 1000 diameter 6512
#> 3 1 11336476 0.00200 1.98 970. 551. R 1000 diameter 6512
#> 4 1 11336477 0.00300 1.99 970. 550. R 1000 diameter 6512
#> 5 1 11336478 0.00400 1.99 971. 548. R 1000 diameter 6514
#> 6 1 11336479 0.00501 1.99 972. 547. R 1000 diameter 6516
#> 7 1 11336480 0.00601 1.99 972. 548. R 1000 diameter 6518
#> 8 1 11336481 0.00701 1.99 972. 548. R 1000 diameter 6518
#> 9 1 11336482 0.00801 1.99 972. 550. R 1000 diameter 6518
#> 10 1 11336483 0.00901 1.99 972. 550. R 1000 diameter 6517
#> # ℹ 4,990 more rows
#> # ℹ 11 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>,
#> # text_unique <chr>, template <chr>, matching_pattern <chr>, …
#>
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$baseline_cor_epochs
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$baseline_cor_epochs[[1]]
#> [1] 285.8667992 284.8667992 284.8667992 284.8667992 286.8667992
#> [6] 288.8667992 290.8667992 290.8667992 290.8667992 289.8667992
#> [11] 289.8667992 292.8667992 297.8667992 302.8667992 301.8667992
#> [16] 298.8667992 294.8667992 292.8667992 290.8667992 291.8667992
#> [21] 293.8667992 293.8667992 292.8667992 291.8667992 293.8667992
#> [26] 295.8667992 296.8667992 296.8667992 295.8667992 301.8667992
#> [31] 310.8667992 318.8667992 317.8667992 314.8667992 311.8667992
#> [36] 303.8667992 297.8667992 293.8667992 296.8667992 297.8667992
#> [41] 297.8667992 307.8667992 319.8667992 333.8667992 335.8667992
#> [46] 337.8667992 338.8667992 339.8667992 338.8667992 336.8667992
#> [51] 345.8667992 355.8667992 358.8667992 352.8667992 346.8667992
#> [56] 349.8667992 351.8667992 355.8667992 357.8667992 349.8667992
#> [61] 340.8667992 331.8667992 331.8667992 339.8667992 344.8667992
#> [66] 349.8667992 347.8667992 348.8667992 355.8667992 362.8667992
#> [71] 369.8667992 370.8667992 371.8667992 372.8667992 372.8667992
#> [76] 372.8667992 372.8667992 372.8667992 372.8667992 376.8667992
#> [81] 380.8667992 384.8667992 387.8667992 389.8667992 389.8667992
#> [86] 387.8667992 385.8667992 385.8667992 385.8667992 387.8667992
#> [91] 389.8667992 391.8667992 392.8667992 393.8667992 394.8667992
#> [96] 392.8667992 391.8667992 392.8667992 398.8667992 404.8667992
#> [101] 405.8667992 403.8667992 409.8667992 416.8667992 422.8667992
#> [106] 422.8667992 428.8667992 434.8667992 441.8667992 442.8667992
#> [111] 435.8667992 429.8667992 422.8667992 424.8667992 435.8667992
#> [116] 447.8667992 454.8667992 448.8667992 439.8667992 433.8667992
#> [121] 426.8667992 419.8667992 414.8667992 414.8667992 417.8667992
#> [126] 423.8667992 427.8667992 434.8667992 438.8667992 442.8667992
#> [131] 440.8667992 438.8667992 441.8667992 446.8667992 450.8667992
#> [136] 450.8667992 449.8667992 444.8667992 439.8667992 434.8667992
#> [141] 435.8667992 435.8667992 432.8667992 430.8667992 429.8667992
#> [146] 433.8667992 439.8667992 449.8667992 458.8667992 465.8667992
#> [151] 474.8667992 482.8667992 488.8667992 487.8667992 486.8667992
#> [156] 487.8667992 487.8667992 483.8667992 477.8667992 473.8667992
#> [161] 475.8667992 478.8667992 479.8667992 480.8667992 479.8667992
#> [166] 479.8667992 477.8667992 475.8667992 472.8667992 471.8667992
#> [171] 473.8667992 476.8667992 479.8667992 481.8667992 479.8667992
#> [176] 477.8667992 475.8667992 474.8667992 474.8667992 476.8667992
#> [181] 486.8667992 496.8667992 502.8667992 503.8667992 503.8667992
#> [186] 504.8667992 504.8667992 504.8667992 502.8667992 500.8667992
#> [191] 499.8667992 506.8667992 512.8667992 517.8667992 518.8667992
#> [196] 518.8667992 521.8667992 525.8667992 531.8667992 535.8667992
#> [201] 524.8667992 512.8667992 505.8667992 512.8667992 519.8667992
#> [206] 523.8667992 524.8667992 525.8667992 534.8667992 543.8667992
#> [211] 544.8667992 537.8667992 531.8667992 531.8667992 532.8667992
#> [216] 528.8667992 524.8667992 525.8667992 530.8667992 533.8667992
#> [221] 531.8667992 531.8667992 534.8667992 543.8667992 550.8667992
#> [226] 556.8667992 559.8667992 562.8667992 564.8667992 559.8667992
#> [231] 547.8667992 536.8667992 528.8667992 527.8667992 527.8667992
#> [236] 529.8667992 530.8667992 533.8667992 535.8667992 537.8667992
#> [241] 543.8667992 548.8667992 554.8667992 552.8667992 549.8667992
#> [246] 546.8667992 543.8667992 539.8667992 540.8667992 547.8667992
#> [251] 555.8667992 557.8667992 557.8667992 556.8667992 557.8667992
#> [256] 558.8667992 558.8667992 557.8667992 557.8667992 555.8667992
#> [261] 554.8667992 561.8667992 569.8667992 577.8667992 579.8667992
#> [266] 577.8667992 573.8667992 574.8667992 578.8667992 585.8667992
#> [271] 587.8667992 590.8667992 592.8667992 594.8667992 597.8667992
#> [276] 593.8667992 579.8667992 564.8667992 559.8667992 568.8667992
#> [281] 582.8667992 590.8667992 592.8667992 591.8667992 590.8667992
#> [286] 589.8667992 585.8667992 581.8667992 581.8667992 586.8667992
#> [291] 591.8667992 592.8667992 591.8667992 589.8667992 588.8667992
#> [296] 586.8667992 583.8667992 583.8667992 590.8667992 597.8667992
#> [301] 600.8667992 599.8667992 600.8667992 603.8667992 606.8667992
#> [306] 608.8667992 610.8667992 612.8667992 612.8667992 604.8667992
#> [311] 595.8667992 586.8667992 584.8667992 583.8667992 583.8667992
#> [316] 585.8667992 585.8667992 584.8667992 582.8667992 581.8667992
#> [321] 588.8667992 597.8667992 610.8667992 615.8667992 620.8667992
#> [326] 616.8667992 614.8667992 611.8667992 612.8667992 611.8667992
#> [331] 611.8667992 611.8667992 609.8667992 607.8667992 602.8667992
#> [336] 596.8667992 591.8667992 592.8667992 600.8667992 609.8667992
#> [341] 612.8667992 609.8667992 606.8667992 606.8667992 606.8667992
#> [346] 606.8667992 609.8667992 613.8667992 616.8667992 616.8667992
#> [351] 616.8667992 618.8667992 613.8667992 607.8667992 601.8667992
#> [356] 603.8667992 611.8667992 618.8667992 618.8667992 612.8667992
#> [361] 607.8667992 607.8667992 607.8667992 607.8667992 607.8667992
#> [366] 614.8667992 621.8667992 628.8667992 628.8667992 627.8667992
#> [371] 627.8667992 618.8667992 609.8667992 600.8667992 607.8667992
#> [376] 615.8667992 617.8667992 608.8667992 599.8667992 595.8667992
#> [381] 594.8667992 593.8667992 595.8667992 603.8667992 610.8667992
#> [386] 614.8667992 616.8667992 618.8667992 621.8667992 623.8667992
#> [391] 622.8667992 617.8667992 602.8667992 590.8667992 586.8667992
#> [396] 594.8667992 602.8667992 605.8667992 603.8667992 602.8667992
#> [401] 604.8667992 605.8667992 608.8667992 609.8667992 614.8667992
#> [406] 618.8667992 624.8667992 626.8667992 624.8667992 616.8667992
#> [411] 604.8667992 597.8667992 593.8667992 597.8667992 601.8667992
#> [416] 604.8667992 601.8667992 597.8667992 590.8667992 581.8667992
#> [421] 572.8667992 573.8667992 580.8667992 585.8667992 583.8667992
#> [426] 577.8667992 573.8667992 577.8667992 585.8667992 590.8667992
#> [431] 588.8667992 585.8667992 585.8667992 585.8667992 585.8667992
#> [436] 583.8667992 580.8667992 575.8667992 575.8667992 577.8667992
#> [441] 576.8667992 571.8667992 564.8667992 562.8667992 568.8667992
#> [446] 575.8667992 577.8667992 572.8667992 566.8667992 564.8667992
#> [451] 553.8667992 545.8667992 540.8667992 544.8667992 545.8667992
#> [456] 545.8667992 546.8667992 548.8667992 551.8667992 551.8667992
#> [461] 551.8667992 549.8667992 546.8667992 544.8667992 542.8667992
#> [466] 541.8667992 539.8667992 537.8667992 534.8667992 532.8667992
#> [471] 534.8667992 537.8667992 535.8667992 531.8667992 528.8667992
#> [476] 529.8667992 527.8667992 525.8667992 522.8667992 519.8667992
#> [481] 516.8667992 515.8667992 515.8667992 515.8667992 514.8667992
#> [486] 513.8667992 511.8667992 508.8667992 506.8667992 505.8667992
#> [491] 502.8667992 501.8667992 500.8667992 500.8667992 498.8667992
#> [496] 495.8667992 482.8667992 471.8667992 461.8667992 463.8667992
#> [501] 463.8667992 462.8667992 449.8667992 437.8667992 435.8667992
#> [506] 444.8667992 455.8667992 456.8667992 454.8667992 444.8667992
#> [511] 433.8667992 424.8667992 429.8667992 438.8667992 446.8667992
#> [516] 446.8667992 443.8667992 427.8667992 411.8667992 397.8667992
#> [521] 398.8667992 400.8667992 407.8667992 412.8667992 417.8667992
#> [526] 414.8667992 411.8667992 408.8667992 401.8667992 388.8667992
#> [531] 375.8667992 372.8667992 376.8667992 380.8667992 381.8667992
#> [536] 374.8667992 368.8667992 361.8667992 354.8667992 347.8667992
#> [541] 343.8667992 347.8667992 351.8667992 339.8667992 326.8667992
#> [546] 325.8667992 337.8667992 349.8667992 349.8667992 340.8667992
#> [551] 331.8667992 320.8667992 315.8667992 311.8667992 308.8667992
#> [556] 310.8667992 310.8667992 310.8667992 310.8667992 310.8667992
#> [561] 309.8667992 302.8667992 295.8667992 289.8667992 289.8667992
#> [566] 290.8667992 290.8667992 287.8667992 282.8667992 278.8667992
#> [571] 279.8667992 280.8667992 284.8667992 286.8667992 288.8667992
#> [576] 286.8667992 277.8667992 269.8667992 260.8667992 258.8667992
#> [581] 258.8667992 260.8667992 262.8667992 262.8667992 260.8667992
#> [586] 255.8667992 250.8667992 248.8667992 242.8667992 234.8667992
#> [591] 226.8667992 223.8667992 220.8667992 217.8667992 214.8667992
#> [596] 212.8667992 221.8667992 232.8667992 238.8667992 229.8667992
#> [601] 215.8667992 205.8667992 196.8667992 190.8667992 181.8667992
#> [606] 173.8667992 166.8667992 161.8667992 152.8667992 143.8667992
#> [611] 133.8667992 128.8667992 127.8667992 125.8667992 123.8667992
#> [616] 131.8667992 141.8667992 151.8667992 151.8667992 151.8667992
#> [621] 154.8667992 159.8667992 164.8667992 165.8667992 160.8667992
#> [626] 158.8667992 157.8667992 150.8667992 141.8667992 131.8667992
#> [631] 130.8667992 131.8667992 132.8667992 128.8667992 122.8667992
#> [636] 119.8667992 122.8667992 118.8667992 110.8667992 102.8667992
#> [641] 102.8667992 102.8667992 102.8667992 101.8667992 99.8667992
#> [646] 96.8667992 93.8667992 88.8667992 84.8667992 80.8667992
#> [651] 79.8667992 79.8667992 79.8667992 79.8667992 80.8667992
#> [656] 82.8667992 76.8667992 68.8667992 61.8667992 52.8667992
#> [661] 43.8667992 40.8667992 47.8667992 54.8667992 56.8667992
#> [666] 58.8667992 59.8667992 60.8667992 54.8667992 47.8667992
#> [671] 44.8667992 46.8667992 44.8667992 39.8667992 33.8667992
#> [676] 26.8667992 19.8667992 16.8667992 20.8667992 25.8667992
#> [681] 20.8667992 14.8667992 9.8667992 9.8667992 7.8667992
#> [686] 6.8667992 6.8667992 10.8667992 15.8667992 20.8667992
#> [691] 22.8667992 14.8667992 5.8667992 -0.1332008 1.8667992
#> [696] 3.8667992 2.8667992 -4.1332008 -9.1332008 -15.1332008
#> [701] -15.1332008 -14.1332008 -13.1332008 -12.1332008 -18.1332008
#> [706] -25.1332008 -33.1332008 -32.1332008 -31.1332008 -32.1332008
#> [711] -36.1332008 -49.1332008 -60.1332008 -56.1332008 -46.1332008
#> [716] -36.1332008 -39.1332008 -38.1332008 -41.1332008 -44.1332008
#> [721] -46.1332008 -45.1332008 -46.1332008 -50.1332008 -55.1332008
#> [726] -58.1332008 -59.1332008 -63.1332008 -70.1332008 -75.1332008
#> [731] -74.1332008 -70.1332008 -66.1332008 -68.1332008 -70.1332008
#> [736] -70.1332008 -68.1332008 -66.1332008 -69.1332008 -72.1332008
#> [741] -74.1332008 -73.1332008 -72.1332008 -75.1332008 -79.1332008
#> [746] -79.1332008 -75.1332008 -72.1332008 -73.1332008 -79.1332008
#> [751] -85.1332008 -90.1332008 -95.1332008 -100.1332008 -105.1332008
#> [756] -106.1332008 -107.1332008 -101.1332008 -95.1332008 -92.1332008
#> [761] -99.1332008 -105.1332008 -108.1332008 -108.1332008 -111.1332008
#> [766] -113.1332008 -114.1332008 -112.1332008 -109.1332008 -111.1332008
#> [771] -114.1332008 -116.1332008 -115.1332008 -111.1332008 -108.1332008
#> [776] -106.1332008 -110.1332008 -115.1332008 -135.1332008 -152.1332008
#> [781] -166.1332008 -163.1332008 -160.1332008 -165.1332008 -170.1332008
#> [786] -167.1332008 -159.1332008 -146.1332008 -142.1332008 -134.1332008
#> [791] -131.1332008 -136.1332008 -143.1332008 -150.1332008 -146.1332008
#> [796] -143.1332008 -144.1332008 -147.1332008 -152.1332008 -153.1332008
#> [801] -153.1332008 -152.1332008 -151.1332008 -158.1332008 -168.1332008
#> [806] -180.1332008 -183.1332008 -183.1332008 -182.1332008 -181.1332008
#> [811] -181.1332008 -186.1332008 -190.1332008 -195.1332008 -195.1332008
#> [816] -195.1332008 -196.1332008 -195.1332008 -186.1332008 -178.1332008
#> [821] -173.1332008 -175.1332008 -176.1332008 -172.1332008 -168.1332008
#> [826] -166.1332008 -179.1332008 -191.1332008 -203.1332008 -199.1332008
#> [831] -196.1332008 -194.1332008 -194.1332008 -194.1332008 -201.1332008
#> [836] -208.1332008 -215.1332008 -217.1332008 -217.1332008 -215.1332008
#> [841] -211.1332008 -206.1332008 -203.1332008 -202.1332008 -202.1332008
#> [846] -203.1332008 -206.1332008 -210.1332008 -217.1332008 -221.1332008
#> [851] -224.1332008 -224.1332008 -224.1332008 -223.1332008 -222.1332008
#> [856] -222.1332008 -223.1332008 -223.1332008 -223.1332008 -223.1332008
#> [861] -222.1332008 -222.1332008 -224.1332008 -225.1332008 -226.1332008
#> [866] -225.1332008 -224.1332008 -224.1332008 -229.1332008 -235.1332008
#> [871] -241.1332008 -241.1332008 -241.1332008 -242.1332008 -244.1332008
#> [876] -246.1332008 -244.1332008 -243.1332008 -239.1332008 -237.1332008
#> [881] -239.1332008 -244.1332008 -249.1332008 -249.1332008 -253.1332008
#> [886] -257.1332008 -264.1332008 -267.1332008 -264.1332008 -256.1332008
#> [891] -249.1332008 -249.1332008 -247.1332008 -245.1332008 -246.1332008
#> [896] -249.1332008 -253.1332008 -253.1332008 -253.1332008 -253.1332008
#> [901] -253.1332008 -252.1332008 -263.1332008 -273.1332008 -284.1332008
#> [906] -284.1332008 -283.1332008 -280.1332008 -275.1332008 -269.1332008
#> [911] -266.1332008 -267.1332008 -266.1332008 -265.1332008 -262.1332008
#> [916] -260.1332008 -259.1332008 -260.1332008 -276.1332008 -294.1332008
#> [921] -312.1332008 -309.1332008 -304.1332008 -298.1332008 -297.1332008
#> [926] -298.1332008 -300.1332008 -302.1332008 -303.1332008 -304.1332008
#> [931] -305.1332008 -303.1332008 -302.1332008 -302.1332008 -306.1332008
#> [936] -301.1332008 -299.1332008 -296.1332008 -299.1332008 -298.1332008
#> [941] -296.1332008 -290.1332008 -283.1332008 -281.1332008 -283.1332008
#> [946] -285.1332008 -284.1332008 -284.1332008 -284.1332008 -285.1332008
#> [951] -287.1332008 -285.1332008 -283.1332008 -291.1332008 -301.1332008
#> [956] -319.1332008 -326.1332008 -334.1332008 -335.1332008 -336.1332008
#> [961] -333.1332008 -329.1332008 -325.1332008 -325.1332008 -324.1332008
#> [966] -334.1332008 -343.1332008 -353.1332008 -358.1332008 -363.1332008
#> [971] -369.1332008 -369.1332008 -366.1332008 -362.1332008 -359.1332008
#> [976] -361.1332008 -365.1332008 -367.1332008 -365.1332008 -361.1332008
#> [981] -357.1332008 -357.1332008 -358.1332008 -359.1332008 -358.1332008
#> [986] -356.1332008 -354.1332008 -353.1332008 -347.1332008 -341.1332008
#> [991] -335.1332008 -342.1332008 -349.1332008 -355.1332008 -346.1332008
#> [996] -337.1332008 -334.1332008 -341.1332008 -349.1332008 -353.1332008
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$baseline_cor_epochs[[2]]
#> [1] 252.370775 252.370775 251.370775 247.370775 242.370775 242.370775
#> [7] 247.370775 253.370775 256.370775 259.370775 261.370775 256.370775
#> [13] 251.370775 248.370775 252.370775 256.370775 258.370775 260.370775
#> [19] 264.370775 273.370775 279.370775 282.370775 279.370775 276.370775
#> [25] 273.370775 270.370775 274.370775 279.370775 283.370775 275.370775
#> [31] 267.370775 260.370775 266.370775 271.370775 279.370775 281.370775
#> [37] 283.370775 283.370775 274.370775 266.370775 263.370775 272.370775
#> [43] 281.370775 283.370775 281.370775 278.370775 277.370775 278.370775
#> [49] 279.370775 281.370775 284.370775 285.370775 283.370775 279.370775
#> [55] 278.370775 286.370775 296.370775 308.370775 308.370775 306.370775
#> [61] 303.370775 304.370775 308.370775 312.370775 301.370775 289.370775
#> [67] 281.370775 285.370775 289.370775 288.370775 287.370775 284.370775
#> [73] 282.370775 282.370775 283.370775 283.370775 278.370775 273.370775
#> [79] 268.370775 276.370775 285.370775 295.370775 297.370775 300.370775
#> [85] 306.370775 311.370775 318.370775 325.370775 331.370775 333.370775
#> [91] 331.370775 330.370775 328.370775 330.370775 332.370775 334.370775
#> [97] 336.370775 340.370775 344.370775 352.370775 358.370775 349.370775
#> [103] 335.370775 321.370775 320.370775 323.370775 338.370775 353.370775
#> [109] 362.370775 359.370775 356.370775 355.370775 351.370775 349.370775
#> [115] 349.370775 350.370775 349.370775 346.370775 346.370775 348.370775
#> [121] 350.370775 351.370775 350.370775 352.370775 355.370775 363.370775
#> [127] 369.370775 373.370775 375.370775 377.370775 377.370775 375.370775
#> [133] 372.370775 370.370775 371.370775 376.370775 382.370775 390.370775
#> [139] 394.370775 392.370775 385.370775 378.370775 378.370775 379.370775
#> [145] 379.370775 379.370775 382.370775 386.370775 390.370775 390.370775
#> [151] 389.370775 386.370775 382.370775 378.370775 374.370775 371.370775
#> [157] 376.370775 384.370775 391.370775 390.370775 389.370775 392.370775
#> [163] 396.370775 401.370775 402.370775 403.370775 403.370775 405.370775
#> [169] 408.370775 410.370775 408.370775 405.370775 405.370775 407.370775
#> [175] 408.370775 408.370775 404.370775 400.370775 396.370775 395.370775
#> [181] 394.370775 397.370775 403.370775 413.370775 420.370775 424.370775
#> [187] 424.370775 422.370775 418.370775 415.370775 413.370775 413.370775
#> [193] 414.370775 414.370775 415.370775 417.370775 420.370775 429.370775
#> [199] 435.370775 440.370775 433.370775 430.370775 428.370775 430.370775
#> [205] 430.370775 432.370775 436.370775 440.370775 441.370775 442.370775
#> [211] 443.370775 443.370775 448.370775 453.370775 459.370775 463.370775
#> [217] 468.370775 471.370775 468.370775 471.370775 477.370775 481.370775
#> [223] 477.370775 473.370775 470.370775 466.370775 464.370775 462.370775
#> [229] 461.370775 460.370775 458.370775 460.370775 464.370775 469.370775
#> [235] 472.370775 473.370775 473.370775 472.370775 471.370775 470.370775
#> [241] 470.370775 470.370775 472.370775 473.370775 475.370775 474.370775
#> [247] 473.370775 472.370775 470.370775 474.370775 480.370775 486.370775
#> [253] 485.370775 483.370775 479.370775 476.370775 481.370775 488.370775
#> [259] 492.370775 484.370775 476.370775 472.370775 473.370775 476.370775
#> [265] 478.370775 477.370775 486.370775 492.370775 497.370775 492.370775
#> [271] 492.370775 494.370775 491.370775 487.370775 483.370775 485.370775
#> [277] 493.370775 500.370775 501.370775 495.370775 491.370775 493.370775
#> [283] 506.370775 518.370775 527.370775 526.370775 525.370775 519.370775
#> [289] 513.370775 510.370775 512.370775 514.370775 512.370775 512.370775
#> [295] 513.370775 513.370775 512.370775 517.370775 524.370775 528.370775
#> [301] 526.370775 524.370775 524.370775 517.370775 511.370775 512.370775
#> [307] 518.370775 523.370775 520.370775 527.370775 530.370775 532.370775
#> [313] 535.370775 541.370775 547.370775 548.370775 550.370775 551.370775
#> [319] 553.370775 554.370775 551.370775 548.370775 541.370775 537.370775
#> [325] 535.370775 535.370775 538.370775 530.370775 522.370775 515.370775
#> [331] 519.370775 524.370775 521.370775 513.370775 505.370775 511.370775
#> [337] 516.370775 525.370775 529.370775 529.370775 523.370775 518.370775
#> [343] 517.370775 514.370775 511.370775 509.370775 514.370775 520.370775
#> [349] 529.370775 537.370775 543.370775 543.370775 538.370775 534.370775
#> [355] 531.370775 537.370775 542.370775 547.370775 549.370775 544.370775
#> [361] 539.370775 534.370775 536.370775 539.370775 546.370775 555.370775
#> [367] 564.370775 566.370775 564.370775 564.370775 565.370775 551.370775
#> [373] 536.370775 531.370775 544.370775 553.370775 551.370775 557.370775
#> [379] 567.370775 573.370775 569.370775 562.370775 559.370775 555.370775
#> [385] 554.370775 553.370775 552.370775 551.370775 551.370775 554.370775
#> [391] 558.370775 561.370775 561.370775 553.370775 546.370775 538.370775
#> [397] 537.370775 548.370775 560.370775 569.370775 566.370775 564.370775
#> [403] 564.370775 563.370775 564.370775 565.370775 565.370775 563.370775
#> [409] 560.370775 554.370775 548.370775 542.370775 546.370775 549.370775
#> [415] 549.370775 545.370775 543.370775 544.370775 546.370775 547.370775
#> [421] 544.370775 541.370775 536.370775 534.370775 532.370775 531.370775
#> [427] 531.370775 525.370775 520.370775 514.370775 523.370775 531.370775
#> [433] 540.370775 539.370775 527.370775 515.370775 506.370775 505.370775
#> [439] 505.370775 505.370775 505.370775 503.370775 500.370775 498.370775
#> [445] 499.370775 501.370775 500.370775 499.370775 495.370775 492.370775
#> [451] 490.370775 477.370775 465.370775 456.370775 460.370775 465.370775
#> [457] 466.370775 463.370775 459.370775 454.370775 454.370775 453.370775
#> [463] 446.370775 438.370775 430.370775 430.370775 430.370775 431.370775
#> [469] 430.370775 430.370775 432.370775 436.370775 437.370775 433.370775
#> [475] 430.370775 428.370775 427.370775 426.370775 415.370775 403.370775
#> [481] 392.370775 390.370775 390.370775 382.370775 375.370775 367.370775
#> [487] 366.370775 367.370775 370.370775 373.370775 374.370775 374.370775
#> [493] 373.370775 370.370775 369.370775 369.370775 355.370775 338.370775
#> [499] 330.370775 337.370775 345.370775 342.370775 340.370775 337.370775
#> [505] 340.370775 342.370775 344.370775 344.370775 343.370775 340.370775
#> [511] 324.370775 309.370775 297.370775 300.370775 304.370775 311.370775
#> [517] 314.370775 316.370775 312.370775 294.370775 280.370775 269.370775
#> [523] 270.370775 268.370775 267.370775 266.370775 266.370775 258.370775
#> [529] 251.370775 243.370775 243.370775 248.370775 253.370775 256.370775
#> [535] 251.370775 244.370775 239.370775 230.370775 226.370775 219.370775
#> [541] 218.370775 215.370775 212.370775 206.370775 201.370775 198.370775
#> [547] 193.370775 187.370775 183.370775 186.370775 191.370775 194.370775
#> [553] 183.370775 169.370775 155.370775 154.370775 161.370775 170.370775
#> [559] 179.370775 167.370775 154.370775 141.370775 142.370775 142.370775
#> [565] 142.370775 141.370775 135.370775 132.370775 128.370775 124.370775
#> [571] 119.370775 115.370775 117.370775 120.370775 121.370775 123.370775
#> [577] 124.370775 121.370775 118.370775 105.370775 95.370775 86.370775
#> [583] 86.370775 87.370775 87.370775 86.370775 76.370775 66.370775
#> [589] 55.370775 54.370775 60.370775 67.370775 71.370775 63.370775
#> [595] 56.370775 52.370775 52.370775 52.370775 51.370775 51.370775
#> [601] 50.370775 47.370775 43.370775 37.370775 34.370775 27.370775
#> [607] 20.370775 15.370775 21.370775 28.370775 25.370775 13.370775
#> [613] 1.370775 1.370775 4.370775 8.370775 7.370775 3.370775
#> [619] -1.629225 -2.629225 -5.629225 -10.629225 -15.629225 -13.629225
#> [625] -7.629225 -1.629225 -1.629225 -10.629225 -21.629225 -32.629225
#> [631] -34.629225 -38.629225 -42.629225 -41.629225 -39.629225 -45.629225
#> [637] -54.629225 -64.629225 -65.629225 -67.629225 -68.629225 -70.629225
#> [643] -72.629225 -73.629225 -73.629225 -74.629225 -74.629225 -74.629225
#> [649] -72.629225 -74.629225 -79.629225 -84.629225 -83.629225 -81.629225
#> [655] -80.629225 -85.629225 -88.629225 -93.629225 -94.629225 -99.629225
#> [661] -103.629225 -106.629225 -106.629225 -105.629225 -103.629225 -104.629225
#> [667] -109.629225 -114.629225 -115.629225 -116.629225 -128.629225 -141.629225
#> [673] -151.629225 -148.629225 -143.629225 -138.629225 -138.629225 -143.629225
#> [679] -147.629225 -152.629225 -152.629225 -154.629225 -155.629225 -157.629225
#> [685] -155.629225 -154.629225 -156.629225 -158.629225 -160.629225 -159.629225
#> [691] -158.629225 -159.629225 -161.629225 -163.629225 -172.629225 -181.629225
#> [697] -194.629225 -200.629225 -206.629225 -197.629225 -186.629225 -182.629225
#> [703] -192.629225 -203.629225 -207.629225 -205.629225 -201.629225 -196.629225
#> [709] -195.629225 -195.629225 -196.629225 -203.629225 -217.629225 -230.629225
#> [715] -238.629225 -238.629225 -227.629225 -216.629225 -213.629225 -221.629225
#> [721] -231.629225 -234.629225 -235.629225 -235.629225 -237.629225 -243.629225
#> [727] -248.629225 -251.629225 -250.629225 -250.629225 -251.629225 -255.629225
#> [733] -264.629225 -278.629225 -288.629225 -294.629225 -291.629225 -288.629225
#> [739] -284.629225 -283.629225 -281.629225 -281.629225 -283.629225 -285.629225
#> [745] -286.629225 -286.629225 -286.629225 -285.629225 -287.629225 -290.629225
#> [751] -296.629225 -302.629225 -305.629225 -304.629225 -304.629225 -309.629225
#> [757] -314.629225 -306.629225 -295.629225 -299.629225 -312.629225 -325.629225
#> [763] -322.629225 -321.629225 -322.629225 -325.629225 -327.629225 -331.629225
#> [769] -338.629225 -344.629225 -349.629225 -351.629225 -354.629225 -357.629225
#> [775] -360.629225 -362.629225 -364.629225 -365.629225 -365.629225 -368.629225
#> [781] -370.629225 -365.629225 -357.629225 -349.629225 -345.629225 -342.629225
#> [787] -339.629225 -338.629225 -337.629225 -344.629225 -352.629225 -360.629225
#> [793] -364.629225 -378.629225 -392.629225 -401.629225 -401.629225 -401.629225
#> [799] -403.629225 -407.629225 -410.629225 -410.629225 -407.629225 -403.629225
#> [805] -399.629225 -397.629225 -396.629225 -393.629225 -390.629225 -390.629225
#> [811] -395.629225 -406.629225 -415.629225 -422.629225 -424.629225 -427.629225
#> [817] -429.629225 -428.629225 -427.629225 -426.629225 -424.629225 -422.629225
#> [823] -432.629225 -443.629225 -447.629225 -440.629225 -442.629225 -449.629225
#> [829] -457.629225 -459.629225 -461.629225 -463.629225 -463.629225 -464.629225
#> [835] -465.629225 -466.629225 -467.629225 -468.629225 -470.629225 -469.629225
#> [841] -466.629225 -464.629225 -464.629225 -468.629225 -473.629225 -477.629225
#> [847] -477.629225 -477.629225 -478.629225 -480.629225 -483.629225 -491.629225
#> [853] -497.629225 -502.629225 -501.629225 -500.629225 -497.629225 -494.629225
#> [859] -494.629225 -496.629225 -499.629225 -499.629225 -497.629225 -495.629225
#> [865] -493.629225 -491.629225 -490.629225 -492.629225 -497.629225 -501.629225
#> [871] -503.629225 -503.629225 -503.629225 -505.629225 -506.629225 -507.629225
#> [877] -512.629225 -517.629225 -522.629225 -518.629225 -509.629225 -500.629225
#> [883] -494.629225 -492.629225 -485.629225 -483.629225 -483.629225 -493.629225
#> [889] -506.629225 -517.629225 -524.629225 -526.629225 -526.629225 -525.629225
#> [895] -524.629225 -540.629225 -555.629225 -575.629225 -580.629225 -585.629225
#> [901] -586.629225 -588.629225 -588.629225 -588.629225 -588.629225 -589.629225
#> [907] -589.629225 -589.629225 -589.629225 -588.629225 -587.629225 -587.629225
#> [913] -586.629225 -585.629225 -582.629225 -580.629225 -578.629225 -582.629225
#> [919] -588.629225 -595.629225 -593.629225 -589.629225 -587.629225 -590.629225
#> [925] -596.629225 -599.629225 -609.629225 -617.629225 -624.629225 -623.629225
#> [931] -620.629225 -608.629225 -596.629225 -590.629225 -595.629225 -600.629225
#> [937] -600.629225 -606.629225 -612.629225 -619.629225 -619.629225 -622.629225
#> [943] -625.629225 -628.629225 -622.629225 -616.629225 -619.629225 -629.629225
#> [949] -640.629225 -640.629225 -635.629225 -626.629225 -617.629225 -624.629225
#> [955] -638.629225 -651.629225 -649.629225 -642.629225 -636.629225 -635.629225
#> [961] -634.629225 -631.629225 -629.629225 -627.629225 -631.629225 -637.629225
#> [967] -643.629225 -641.629225 -637.629225 -633.629225 -637.629225 -643.629225
#> [973] -644.629225 -639.629225 -631.629225 -623.629225 -615.629225 -625.629225
#> [979] -635.629225 -646.629225 -647.629225 -650.629225 -651.629225 -650.629225
#> [985] -649.629225 -656.629225 -663.629225 -667.629225 -664.629225 -661.629225
#> [991] -659.629225 -659.629225 -660.629225 -662.629225 -672.629225 -682.629225
#> [997] -686.629225 -682.629225 -678.629225 -678.629225
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$baseline_cor_epochs[[3]]
#> [1] 438.686879 434.686879 438.686879 447.686879 455.686879 455.686879
#> [7] 454.686879 454.686879 453.686879 449.686879 443.686879 438.686879
#> [13] 435.686879 443.686879 450.686879 459.686879 460.686879 461.686879
#> [19] 461.686879 464.686879 466.686879 469.686879 469.686879 469.686879
#> [25] 468.686879 466.686879 463.686879 465.686879 467.686879 469.686879
#> [31] 467.686879 468.686879 471.686879 476.686879 480.686879 482.686879
#> [37] 489.686879 497.686879 504.686879 504.686879 504.686879 505.686879
#> [43] 506.686879 510.686879 514.686879 513.686879 502.686879 493.686879
#> [49] 489.686879 503.686879 513.686879 519.686879 512.686879 507.686879
#> [55] 504.686879 503.686879 506.686879 510.686879 512.686879 509.686879
#> [61] 509.686879 513.686879 516.686879 516.686879 516.686879 516.686879
#> [67] 516.686879 518.686879 520.686879 520.686879 524.686879 528.686879
#> [73] 527.686879 521.686879 525.686879 535.686879 543.686879 538.686879
#> [79] 533.686879 531.686879 531.686879 529.686879 526.686879 523.686879
#> [85] 520.686879 518.686879 522.686879 528.686879 535.686879 536.686879
#> [91] 541.686879 544.686879 547.686879 546.686879 546.686879 547.686879
#> [97] 545.686879 540.686879 536.686879 534.686879 533.686879 533.686879
#> [103] 533.686879 536.686879 547.686879 558.686879 557.686879 544.686879
#> [109] 529.686879 525.686879 524.686879 527.686879 530.686879 539.686879
#> [115] 552.686879 562.686879 564.686879 563.686879 564.686879 567.686879
#> [121] 569.686879 571.686879 572.686879 572.686879 571.686879 571.686879
#> [127] 571.686879 570.686879 574.686879 580.686879 587.686879 587.686879
#> [133] 586.686879 582.686879 577.686879 573.686879 572.686879 576.686879
#> [139] 577.686879 579.686879 577.686879 577.686879 579.686879 581.686879
#> [145] 583.686879 583.686879 582.686879 581.686879 586.686879 592.686879
#> [151] 595.686879 592.686879 589.686879 593.686879 597.686879 604.686879
#> [157] 609.686879 615.686879 618.686879 619.686879 620.686879 622.686879
#> [163] 617.686879 612.686879 605.686879 603.686879 611.686879 619.686879
#> [169] 627.686879 623.686879 619.686879 617.686879 620.686879 623.686879
#> [175] 624.686879 626.686879 628.686879 630.686879 631.686879 631.686879
#> [181] 633.686879 635.686879 636.686879 635.686879 635.686879 636.686879
#> [187] 636.686879 635.686879 634.686879 635.686879 640.686879 646.686879
#> [193] 649.686879 647.686879 644.686879 640.686879 635.686879 633.686879
#> [199] 637.686879 643.686879 648.686879 651.686879 653.686879 653.686879
#> [205] 653.686879 652.686879 658.686879 664.686879 672.686879 675.686879
#> [211] 670.686879 662.686879 655.686879 655.686879 652.686879 648.686879
#> [217] 643.686879 645.686879 650.686879 656.686879 656.686879 656.686879
#> [223] 664.686879 671.686879 680.686879 683.686879 687.686879 690.686879
#> [229] 693.686879 694.686879 689.686879 686.686879 683.686879 684.686879
#> [235] 683.686879 683.686879 685.686879 678.686879 670.686879 661.686879
#> [241] 664.686879 666.686879 668.686879 668.686879 669.686879 675.686879
#> [247] 681.686879 687.686879 687.686879 686.686879 684.686879 683.686879
#> [253] 694.686879 707.686879 719.686879 708.686879 697.686879 693.686879
#> [259] 700.686879 706.686879 707.686879 709.686879 712.686879 712.686879
#> [265] 712.686879 711.686879 710.686879 708.686879 704.686879 700.686879
#> [271] 697.686879 699.686879 703.686879 709.686879 721.686879 731.686879
#> [277] 730.686879 722.686879 711.686879 708.686879 715.686879 723.686879
#> [283] 732.686879 727.686879 722.686879 717.686879 720.686879 724.686879
#> [289] 736.686879 746.686879 751.686879 747.686879 744.686879 743.686879
#> [295] 742.686879 741.686879 742.686879 742.686879 744.686879 746.686879
#> [301] 749.686879 750.686879 752.686879 754.686879 747.686879 737.686879
#> [307] 730.686879 733.686879 736.686879 738.686879 751.686879 763.686879
#> [313] 775.686879 774.686879 772.686879 760.686879 748.686879 730.686879
#> [319] 724.686879 734.686879 750.686879 768.686879 775.686879 786.686879
#> [325] 795.686879 797.686879 793.686879 789.686879 791.686879 793.686879
#> [331] 794.686879 793.686879 791.686879 791.686879 791.686879 790.686879
#> [337] 790.686879 790.686879 790.686879 788.686879 786.686879 785.686879
#> [343] 786.686879 787.686879 786.686879 785.686879 784.686879 782.686879
#> [349] 780.686879 781.686879 788.686879 795.686879 796.686879 791.686879
#> [355] 787.686879 785.686879 783.686879 784.686879 786.686879 788.686879
#> [361] 788.686879 789.686879 789.686879 789.686879 785.686879 778.686879
#> [367] 771.686879 768.686879 768.686879 773.686879 778.686879 783.686879
#> [373] 781.686879 780.686879 778.686879 776.686879 774.686879 772.686879
#> [379] 770.686879 767.686879 764.686879 765.686879 769.686879 762.686879
#> [385] 751.686879 747.686879 752.686879 745.686879 732.686879 730.686879
#> [391] 740.686879 748.686879 746.686879 750.686879 757.686879 768.686879
#> [397] 773.686879 778.686879 780.686879 781.686879 782.686879 782.686879
#> [403] 782.686879 778.686879 774.686879 770.686879 762.686879 753.686879
#> [409] 743.686879 741.686879 739.686879 738.686879 738.686879 737.686879
#> [415] 736.686879 736.686879 738.686879 740.686879 741.686879 741.686879
#> [421] 741.686879 743.686879 746.686879 750.686879 751.686879 743.686879
#> [427] 734.686879 725.686879 718.686879 711.686879 706.686879 707.686879
#> [433] 708.686879 712.686879 716.686879 710.686879 700.686879 696.686879
#> [439] 702.686879 708.686879 708.686879 708.686879 702.686879 697.686879
#> [445] 691.686879 693.686879 697.686879 700.686879 693.686879 684.686879
#> [451] 679.686879 683.686879 683.686879 679.686879 664.686879 653.686879
#> [457] 642.686879 642.686879 642.686879 638.686879 630.686879 622.686879
#> [463] 616.686879 614.686879 616.686879 620.686879 625.686879 628.686879
#> [469] 631.686879 627.686879 621.686879 618.686879 620.686879 619.686879
#> [475] 615.686879 608.686879 604.686879 601.686879 597.686879 592.686879
#> [481] 586.686879 586.686879 582.686879 578.686879 574.686879 575.686879
#> [487] 576.686879 570.686879 564.686879 557.686879 556.686879 558.686879
#> [493] 561.686879 559.686879 552.686879 542.686879 529.686879 522.686879
#> [499] 509.686879 503.686879 511.686879 524.686879 538.686879 530.686879
#> [505] 520.686879 509.686879 507.686879 508.686879 507.686879 505.686879
#> [511] 510.686879 517.686879 522.686879 519.686879 518.686879 519.686879
#> [517] 516.686879 510.686879 502.686879 496.686879 483.686879 473.686879
#> [523] 464.686879 466.686879 474.686879 482.686879 486.686879 482.686879
#> [529] 477.686879 474.686879 472.686879 470.686879 466.686879 463.686879
#> [535] 462.686879 458.686879 448.686879 431.686879 419.686879 413.686879
#> [541] 415.686879 418.686879 420.686879 420.686879 420.686879 409.686879
#> [547] 398.686879 388.686879 389.686879 391.686879 393.686879 397.686879
#> [553] 393.686879 388.686879 389.686879 396.686879 400.686879 394.686879
#> [559] 389.686879 384.686879 381.686879 379.686879 376.686879 374.686879
#> [565] 372.686879 370.686879 368.686879 367.686879 367.686879 364.686879
#> [571] 360.686879 357.686879 356.686879 356.686879 352.686879 346.686879
#> [577] 342.686879 340.686879 341.686879 337.686879 333.686879 328.686879
#> [583] 329.686879 329.686879 331.686879 333.686879 332.686879 327.686879
#> [589] 317.686879 309.686879 307.686879 309.686879 311.686879 311.686879
#> [595] 311.686879 310.686879 310.686879 309.686879 306.686879 303.686879
#> [601] 300.686879 300.686879 299.686879 299.686879 299.686879 298.686879
#> [607] 298.686879 297.686879 297.686879 298.686879 300.686879 301.686879
#> [613] 288.686879 273.686879 265.686879 277.686879 289.686879 295.686879
#> [619] 295.686879 285.686879 276.686879 268.686879 269.686879 272.686879
#> [625] 275.686879 276.686879 275.686879 272.686879 267.686879 264.686879
#> [631] 262.686879 257.686879 251.686879 246.686879 247.686879 245.686879
#> [637] 242.686879 236.686879 234.686879 238.686879 244.686879 247.686879
#> [643] 245.686879 242.686879 240.686879 238.686879 224.686879 213.686879
#> [649] 203.686879 205.686879 215.686879 224.686879 232.686879 227.686879
#> [655] 223.686879 220.686879 219.686879 217.686879 215.686879 213.686879
#> [661] 210.686879 207.686879 204.686879 203.686879 203.686879 194.686879
#> [667] 186.686879 182.686879 187.686879 189.686879 186.686879 182.686879
#> [673] 181.686879 182.686879 183.686879 182.686879 181.686879 184.686879
#> [679] 188.686879 186.686879 180.686879 173.686879 177.686879 184.686879
#> [685] 190.686879 193.686879 193.686879 191.686879 189.686879 187.686879
#> [691] 189.686879 191.686879 184.686879 174.686879 164.686879 169.686879
#> [697] 173.686879 175.686879 172.686879 169.686879 168.686879 167.686879
#> [703] 164.686879 163.686879 160.686879 157.686879 155.686879 158.686879
#> [709] 162.686879 166.686879 166.686879 169.686879 172.686879 177.686879
#> [715] 179.686879 181.686879 180.686879 178.686879 176.686879 178.686879
#> [721] 180.686879 170.686879 158.686879 149.686879 154.686879 158.686879
#> [727] 157.686879 156.686879 156.686879 156.686879 156.686879 147.686879
#> [733] 139.686879 131.686879 131.686879 133.686879 135.686879 137.686879
#> [739] 132.686879 126.686879 119.686879 117.686879 127.686879 139.686879
#> [745] 148.686879 144.686879 141.686879 130.686879 118.686879 117.686879
#> [751] 126.686879 132.686879 128.686879 126.686879 124.686879 119.686879
#> [757] 111.686879 105.686879 99.686879 98.686879 97.686879 99.686879
#> [763] 108.686879 116.686879 124.686879 127.686879 129.686879 130.686879
#> [769] 128.686879 125.686879 123.686879 123.686879 116.686879 108.686879
#> [775] 101.686879 104.686879 107.686879 108.686879 115.686879 122.686879
#> [781] 129.686879 129.686879 125.686879 122.686879 119.686879 120.686879
#> [787] 121.686879 122.686879 112.686879 98.686879 85.686879 82.686879
#> [793] 84.686879 84.686879 81.686879 75.686879 70.686879 67.686879
#> [799] 67.686879 83.686879 100.686879 107.686879 98.686879 88.686879
#> [805] 90.686879 95.686879 99.686879 102.686879 104.686879 103.686879
#> [811] 101.686879 90.686879 81.686879 77.686879 81.686879 84.686879
#> [817] 84.686879 84.686879 83.686879 82.686879 80.686879 76.686879
#> [823] 71.686879 66.686879 73.686879 83.686879 90.686879 75.686879
#> [829] 60.686879 60.686879 73.686879 73.686879 61.686879 58.686879
#> [835] 66.686879 75.686879 67.686879 59.686879 50.686879 50.686879
#> [841] 50.686879 50.686879 52.686879 52.686879 53.686879 53.686879
#> [847] 51.686879 49.686879 57.686879 67.686879 77.686879 76.686879
#> [853] 69.686879 62.686879 55.686879 55.686879 53.686879 51.686879
#> [859] 49.686879 49.686879 50.686879 50.686879 46.686879 41.686879
#> [865] 39.686879 45.686879 50.686879 52.686879 52.686879 51.686879
#> [871] 48.686879 45.686879 42.686879 42.686879 42.686879 39.686879
#> [877] 32.686879 25.686879 21.686879 21.686879 21.686879 24.686879
#> [883] 28.686879 29.686879 26.686879 15.686879 7.686879 2.686879
#> [889] 5.686879 8.686879 10.686879 12.686879 21.686879 29.686879
#> [895] 26.686879 18.686879 10.686879 12.686879 13.686879 13.686879
#> [901] 17.686879 23.686879 29.686879 26.686879 22.686879 18.686879
#> [907] 19.686879 20.686879 21.686879 20.686879 14.686879 3.686879
#> [913] -2.313121 -6.313121 -13.313121 -20.313121 -26.313121 -22.313121
#> [919] -19.313121 -17.313121 -22.313121 -27.313121 -30.313121 -28.313121
#> [925] -30.313121 -34.313121 -33.313121 -29.313121 -25.313121 -26.313121
#> [931] -24.313121 -22.313121 -23.313121 -27.313121 -31.313121 -30.313121
#> [937] -29.313121 -27.313121 -27.313121 -30.313121 -32.313121 -34.313121
#> [943] -35.313121 -37.313121 -38.313121 -36.313121 -34.313121 -31.313121
#> [949] -30.313121 -32.313121 -37.313121 -41.313121 -43.313121 -42.313121
#> [955] -41.313121 -40.313121 -40.313121 -40.313121 -39.313121 -39.313121
#> [961] -39.313121 -39.313121 -45.313121 -51.313121 -57.313121 -53.313121
#> [967] -48.313121 -43.313121 -42.313121 -42.313121 -41.313121 -40.313121
#> [973] -43.313121 -48.313121 -54.313121 -54.313121 -51.313121 -47.313121
#> [979] -43.313121 -41.313121 -38.313121 -36.313121 -36.313121 -41.313121
#> [985] -46.313121 -49.313121 -50.313121 -52.313121 -54.313121 -55.313121
#> [991] -51.313121 -48.313121 -51.313121 -59.313121 -67.313121 -69.313121
#> [997] -78.313121 -86.313121 -91.313121 -89.313121
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$baseline_cor_epochs[[4]]
#> [1] -255.5358 -252.5358 -255.5358 -258.5358 -261.5358 -262.5358 -272.5358
#> [8] -281.5358 -290.5358 -290.5358 -290.5358 -290.5358 -293.5358 -295.5358
#> [15] -287.5358 -278.5358 -270.5358 -272.5358 -274.5358 -274.5358 -277.5358
#> [22] -280.5358 -278.5358 -273.5358 -267.5358 -267.5358 -267.5358 -268.5358
#> [29] -269.5358 -271.5358 -271.5358 -271.5358 -270.5358 -269.5358 -267.5358
#> [36] -266.5358 -268.5358 -270.5358 -271.5358 -271.5358 -268.5358 -267.5358
#> [43] -266.5358 -276.5358 -284.5358 -286.5358 -282.5358 -281.5358 -282.5358
#> [50] -282.5358 -279.5358 -273.5358 -272.5358 -270.5358 -272.5358 -275.5358
#> [57] -281.5358 -281.5358 -276.5358 -272.5358 -272.5358 -273.5358 -277.5358
#> [64] -280.5358 -274.5358 -268.5358 -265.5358 -268.5358 -273.5358 -274.5358
#> [71] -270.5358 -264.5358 -258.5358 -257.5358 -255.5358 -253.5358 -252.5358
#> [78] -251.5358 -263.5358 -275.5358 -286.5358 -295.5358 -304.5358 -299.5358
#> [85] -284.5358 -269.5358 -263.5358 -256.5358 -260.5358 -270.5358 -274.5358
#> [92] -270.5358 -269.5358 -274.5358 -272.5358 -267.5358 -259.5358 -256.5358
#> [99] -265.5358 -278.5358 -284.5358 -279.5358 -279.5358 -285.5358 -289.5358
#> [106] -286.5358 -283.5358 -283.5358 -285.5358 -287.5358 -286.5358 -280.5358
#> [113] -276.5358 -273.5358 -276.5358 -279.5358 -282.5358 -284.5358 -285.5358
#> [120] -292.5358 -298.5358 -292.5358 -280.5358 -268.5358 -268.5358 -268.5358
#> [127] -267.5358 -269.5358 -271.5358 -272.5358 -274.5358 -278.5358 -283.5358
#> [134] -286.5358 -285.5358 -283.5358 -282.5358 -283.5358 -283.5358 -282.5358
#> [141] -281.5358 -282.5358 -284.5358 -283.5358 -280.5358 -276.5358 -274.5358
#> [148] -270.5358 -267.5358 -279.5358 -293.5358 -300.5358 -293.5358 -287.5358
#> [155] -287.5358 -286.5358 -286.5358 -283.5358 -280.5358 -280.5358 -280.5358
#> [162] -280.5358 -272.5358 -266.5358 -268.5358 -275.5358 -280.5358 -275.5358
#> [169] -271.5358 -270.5358 -271.5358 -280.5358 -288.5358 -287.5358 -280.5358
#> [176] -273.5358 -273.5358 -270.5358 -266.5358 -262.5358 -261.5358 -261.5358
#> [183] -260.5358 -263.5358 -269.5358 -275.5358 -279.5358 -278.5358 -277.5358
#> [190] -277.5358 -276.5358 -273.5358 -266.5358 -260.5358 -271.5358 -284.5358
#> [197] -292.5358 -286.5358 -282.5358 -283.5358 -285.5358 -283.5358 -277.5358
#> [204] -271.5358 -266.5358 -267.5358 -267.5358 -259.5358 -252.5358 -258.5358
#> [211] -272.5358 -287.5358 -290.5358 -292.5358 -292.5358 -291.5358 -289.5358
#> [218] -286.5358 -286.5358 -288.5358 -286.5358 -281.5358 -271.5358 -261.5358
#> [225] -253.5358 -249.5358 -250.5358 -259.5358 -268.5358 -277.5358 -279.5358
#> [232] -281.5358 -278.5358 -274.5358 -271.5358 -273.5358 -276.5358 -277.5358
#> [239] -278.5358 -288.5358 -298.5358 -306.5358 -305.5358 -303.5358 -292.5358
#> [246] -281.5358 -274.5358 -277.5358 -280.5358 -278.5358 -277.5358 -276.5358
#> [253] -273.5358 -267.5358 -261.5358 -258.5358 -254.5358 -252.5358 -250.5358
#> [260] -253.5358 -254.5358 -254.5358 -255.5358 -256.5358 -256.5358 -260.5358
#> [267] -263.5358 -261.5358 -255.5358 -256.5358 -268.5358 -281.5358 -287.5358
#> [274] -285.5358 -282.5358 -279.5358 -279.5358 -280.5358 -278.5358 -274.5358
#> [281] -265.5358 -259.5358 -260.5358 -267.5358 -273.5358 -272.5358 -271.5358
#> [288] -270.5358 -269.5358 -268.5358 -272.5358 -276.5358 -282.5358 -282.5358
#> [295] -283.5358 -282.5358 -280.5358 -278.5358 -278.5358 -279.5358 -281.5358
#> [302] -283.5358 -284.5358 -288.5358 -292.5358 -296.5358 -298.5358 -298.5358
#> [309] -292.5358 -289.5358 -286.5358 -283.5358 -276.5358 -267.5358 -263.5358
#> [316] -265.5358 -270.5358 -277.5358 -278.5358 -280.5358 -276.5358 -272.5358
#> [323] -269.5358 -266.5358 -265.5358 -266.5358 -269.5358 -273.5358 -274.5358
#> [330] -275.5358 -279.5358 -281.5358 -282.5358 -278.5358 -272.5358 -267.5358
#> [337] -267.5358 -272.5358 -277.5358 -278.5358 -280.5358 -280.5358 -280.5358
#> [344] -279.5358 -278.5358 -278.5358 -273.5358 -268.5358 -264.5358 -266.5358
#> [351] -268.5358 -273.5358 -276.5358 -279.5358 -277.5358 -276.5358 -277.5358
#> [358] -277.5358 -274.5358 -272.5358 -261.5358 -251.5358 -249.5358 -256.5358
#> [365] -262.5358 -262.5358 -262.5358 -265.5358 -267.5358 -267.5358 -266.5358
#> [372] -258.5358 -250.5358 -243.5358 -244.5358 -246.5358 -250.5358 -252.5358
#> [379] -254.5358 -253.5358 -250.5358 -247.5358 -246.5358 -246.5358 -247.5358
#> [386] -247.5358 -257.5358 -267.5358 -267.5358 -255.5358 -243.5358 -242.5358
#> [393] -243.5358 -247.5358 -251.5358 -250.5358 -246.5358 -243.5358 -244.5358
#> [400] -245.5358 -242.5358 -239.5358 -239.5358 -243.5358 -246.5358 -250.5358
#> [407] -252.5358 -252.5358 -249.5358 -248.5358 -252.5358 -256.5358 -262.5358
#> [414] -265.5358 -267.5358 -266.5358 -266.5358 -268.5358 -268.5358 -263.5358
#> [421] -258.5358 -256.5358 -257.5358 -257.5358 -257.5358 -256.5358 -253.5358
#> [428] -250.5358 -253.5358 -258.5358 -264.5358 -262.5358 -257.5358 -248.5358
#> [435] -243.5358 -250.5358 -263.5358 -278.5358 -287.5358 -293.5358 -297.5358
#> [442] -297.5358 -287.5358 -276.5358 -267.5358 -254.5358 -240.5358 -228.5358
#> [449] -231.5358 -237.5358 -245.5358 -252.5358 -252.5358 -249.5358 -245.5358
#> [456] -246.5358 -248.5358 -250.5358 -261.5358 -273.5358 -275.5358 -263.5358
#> [463] -251.5358 -257.5358 -263.5358 -270.5358 -270.5358 -273.5358 -275.5358
#> [470] -278.5358 -280.5358 -282.5358 -283.5358 -287.5358 -290.5358 -289.5358
#> [477] -284.5358 -278.5358 -276.5358 -279.5358 -288.5358 -298.5358 -298.5358
#> [484] -292.5358 -292.5358 -298.5358 -303.5358 -302.5358 -303.5358 -300.5358
#> [491] -298.5358 -295.5358 -295.5358 -294.5358 -296.5358 -300.5358 -304.5358
#> [498] -306.5358 -305.5358 -304.5358 -302.5358 -300.5358 -299.5358 -299.5358
#> [505] -301.5358 -318.5358 -333.5358 -335.5358 -323.5358 -311.5358 -310.5358
#> [512] -310.5358 -311.5358 -313.5358 -316.5358 -318.5358 -317.5358 -314.5358
#> [519] -312.5358 -319.5358 -328.5358 -335.5358 -334.5358 -334.5358 -335.5358
#> [526] -336.5358 -336.5358 -335.5358 -335.5358 -333.5358 -332.5358 -331.5358
#> [533] -331.5358 -333.5358 -334.5358 -340.5358 -344.5358 -336.5358 -325.5358
#> [540] -314.5358 -315.5358 -316.5358 -316.5358 -317.5358 -320.5358 -328.5358
#> [547] -336.5358 -345.5358 -346.5358 -348.5358 -348.5358 -351.5358 -351.5358
#> [554] -350.5358 -349.5358 -351.5358 -354.5358 -355.5358 -354.5358 -352.5358
#> [561] -350.5358 -355.5358 -360.5358 -365.5358 -364.5358 -364.5358 -364.5358
#> [568] -366.5358 -367.5358 -367.5358 -370.5358 -373.5358 -376.5358 -374.5358
#> [575] -371.5358 -368.5358 -366.5358 -369.5358 -380.5358 -391.5358 -397.5358
#> [582] -394.5358 -395.5358 -396.5358 -390.5358 -382.5358 -389.5358 -405.5358
#> [589] -421.5358 -420.5358 -419.5358 -420.5358 -421.5358 -413.5358 -405.5358
#> [596] -399.5358 -402.5358 -403.5358 -403.5358 -405.5358 -409.5358 -411.5358
#> [603] -410.5358 -410.5358 -410.5358 -413.5358 -413.5358 -413.5358 -412.5358
#> [610] -413.5358 -415.5358 -421.5358 -428.5358 -428.5358 -422.5358 -415.5358
#> [617] -413.5358 -416.5358 -426.5358 -436.5358 -441.5358 -444.5358 -446.5358
#> [624] -448.5358 -441.5358 -438.5358 -435.5358 -434.5358 -431.5358 -430.5358
#> [631] -433.5358 -440.5358 -446.5358 -451.5358 -451.5358 -444.5358 -436.5358
#> [638] -441.5358 -454.5358 -467.5358 -464.5358 -459.5358 -454.5358 -450.5358
#> [645] -447.5358 -449.5358 -454.5358 -461.5358 -464.5358 -465.5358 -466.5358
#> [652] -463.5358 -458.5358 -453.5358 -455.5358 -457.5358 -458.5358 -461.5358
#> [659] -469.5358 -477.5358 -480.5358 -479.5358 -477.5358 -476.5358 -480.5358
#> [666] -483.5358 -485.5358 -481.5358 -478.5358 -476.5358 -476.5358 -477.5358
#> [673] -477.5358 -477.5358 -477.5358 -478.5358 -478.5358 -474.5358 -469.5358
#> [680] -469.5358 -475.5358 -481.5358 -485.5358 -486.5358 -488.5358 -488.5358
#> [687] -489.5358 -489.5358 -487.5358 -486.5358 -486.5358 -496.5358 -504.5358
#> [694] -504.5358 -497.5358 -490.5358 -490.5358 -491.5358 -491.5358 -488.5358
#> [701] -485.5358 -488.5358 -494.5358 -495.5358 -489.5358 -485.5358 -492.5358
#> [708] -499.5358 -502.5358 -500.5358 -498.5358 -498.5358 -497.5358 -500.5358
#> [715] -504.5358 -504.5358 -500.5358 -497.5358 -495.5358 -494.5358 -494.5358
#> [722] -495.5358 -497.5358 -496.5358 -495.5358 -498.5358 -502.5358 -506.5358
#> [729] -512.5358 -520.5358 -522.5358 -518.5358 -514.5358 -514.5358 -513.5358
#> [736] -512.5358 -511.5358 -511.5358 -510.5358 -510.5358 -513.5358 -516.5358
#> [743] -520.5358 -517.5358 -515.5358 -509.5358 -507.5358 -504.5358 -504.5358
#> [750] -503.5358 -503.5358 -503.5358 -503.5358 -506.5358 -512.5358 -522.5358
#> [757] -531.5358 -522.5358 -507.5358 -493.5358 -492.5358 -492.5358 -489.5358
#> [764] -486.5358 -489.5358 -502.5358 -515.5358 -520.5358 -517.5358 -515.5358
#> [771] -518.5358 -521.5358 -525.5358 -524.5358 -513.5358 -502.5358 -493.5358
#> [778] -495.5358 -501.5358 -508.5358 -517.5358 -522.5358 -521.5358 -508.5358
#> [785] -494.5358 -490.5358 -497.5358 -502.5358 -499.5358 -496.5358 -495.5358
#> [792] -493.5358 -491.5358 -488.5358 -487.5358 -491.5358 -500.5358 -508.5358
#> [799] -509.5358 -505.5358 -501.5358 -505.5358 -512.5358 -514.5358 -509.5358
#> [806] -505.5358 -506.5358 -507.5358 -508.5358 -508.5358 -510.5358 -514.5358
#> [813] -521.5358 -527.5358 -531.5358 -528.5358 -522.5358 -515.5358 -510.5358
#> [820] -510.5358 -513.5358 -515.5358 -518.5358 -524.5358 -530.5358 -529.5358
#> [827] -526.5358 -521.5358 -520.5358 -523.5358 -526.5358 -521.5358 -513.5358
#> [834] -508.5358 -512.5358 -515.5358 -515.5358 -517.5358 -519.5358 -525.5358
#> [841] -532.5358 -542.5358 -548.5358 -548.5358 -543.5358 -536.5358 -535.5358
#> [848] -534.5358 -534.5358 -531.5358 -529.5358 -529.5358 -531.5358 -531.5358
#> [855] -533.5358 -535.5358 -527.5358 -516.5358 -501.5358 -497.5358 -491.5358
#> [862] -491.5358 -499.5358 -510.5358 -520.5358 -515.5358 -510.5358 -505.5358
#> [869] -505.5358 -507.5358 -508.5358 -518.5358 -528.5358 -528.5358 -519.5358
#> [876] -512.5358 -514.5358 -513.5358 -507.5358 -501.5358 -499.5358 -499.5358
#> [883] -499.5358 -502.5358 -505.5358 -509.5358 -511.5358 -514.5358 -518.5358
#> [890] -513.5358 -507.5358 -500.5358 -500.5358 -500.5358 -498.5358 -497.5358
#> [897] -495.5358 -493.5358 -492.5358 -487.5358 -484.5358 -482.5358 -485.5358
#> [904] -489.5358 -491.5358 -493.5358 -494.5358 -496.5358 -500.5358 -503.5358
#> [911] -497.5358 -487.5358 -478.5358 -487.5358 -497.5358 -506.5358 -506.5358
#> [918] -504.5358 -497.5358 -490.5358 -485.5358 -484.5358 -479.5358 -474.5358
#> [925] -476.5358 -491.5358 -505.5358 -502.5358 -490.5358 -480.5358 -486.5358
#> [932] -491.5358 -495.5358 -498.5358 -501.5358 -500.5358 -498.5358 -496.5358
#> [939] -498.5358 -498.5358 -498.5358 -489.5358 -483.5358 -477.5358 -481.5358
#> [946] -480.5358 -479.5358 -477.5358 -474.5358 -472.5358 -479.5358 -488.5358
#> [953] -497.5358 -495.5358 -494.5358 -494.5358 -496.5358 -494.5358 -491.5358
#> [960] -487.5358 -487.5358 -486.5358 -484.5358 -482.5358 -480.5358 -479.5358
#> [967] -479.5358 -477.5358 -476.5358 -477.5358 -478.5358 -478.5358 -485.5358
#> [974] -491.5358 -497.5358 -493.5358 -488.5358 -485.5358 -483.5358 -484.5358
#> [981] -485.5358 -476.5358 -465.5358 -453.5358 -452.5358 -452.5358 -464.5358
#> [988] -475.5358 -482.5358 -479.5358 -475.5358 -470.5358 -465.5358 -459.5358
#> [995] -457.5358 -454.5358 -456.5358 -463.5358 -469.5358 -472.5358
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$baseline_cor_epochs[[5]]
#> [1] 52.7514911 52.7514911 47.7514911 43.7514911 42.7514911
#> [6] 43.7514911 44.7514911 42.7514911 41.7514911 41.7514911
#> [11] 50.7514911 59.7514911 66.7514911 62.7514911 56.7514911
#> [16] 52.7514911 53.7514911 57.7514911 61.7514911 63.7514911
#> [21] 62.7514911 63.7514911 64.7514911 64.7514911 63.7514911
#> [26] 62.7514911 62.7514911 68.7514911 73.7514911 78.7514911
#> [31] 77.7514911 75.7514911 72.7514911 67.7514911 63.7514911
#> [36] 60.7514911 60.7514911 60.7514911 60.7514911 61.7514911
#> [41] 61.7514911 63.7514911 70.7514911 77.7514911 84.7514911
#> [46] 85.7514911 77.7514911 68.7514911 63.7514911 66.7514911
#> [51] 71.7514911 74.7514911 77.7514911 81.7514911 81.7514911
#> [56] 79.7514911 74.7514911 72.7514911 72.7514911 70.7514911
#> [61] 64.7514911 58.7514911 56.7514911 55.7514911 57.7514911
#> [66] 61.7514911 66.7514911 61.7514911 55.7514911 50.7514911
#> [71] 52.7514911 57.7514911 60.7514911 63.7514911 64.7514911
#> [76] 66.7514911 72.7514911 77.7514911 79.7514911 78.7514911
#> [81] 77.7514911 78.7514911 78.7514911 77.7514911 76.7514911
#> [86] 74.7514911 73.7514911 72.7514911 71.7514911 71.7514911
#> [91] 71.7514911 71.7514911 72.7514911 72.7514911 77.7514911
#> [96] 82.7514911 86.7514911 86.7514911 88.7514911 77.7514911
#> [101] 64.7514911 60.7514911 68.7514911 76.7514911 74.7514911
#> [106] 73.7514911 73.7514911 72.7514911 72.7514911 73.7514911
#> [111] 76.7514911 80.7514911 84.7514911 85.7514911 84.7514911
#> [116] 88.7514911 94.7514911 92.7514911 84.7514911 77.7514911
#> [121] 77.7514911 77.7514911 81.7514911 84.7514911 93.7514911
#> [126] 99.7514911 96.7514911 88.7514911 81.7514911 80.7514911
#> [131] 79.7514911 78.7514911 79.7514911 79.7514911 77.7514911
#> [136] 76.7514911 76.7514911 74.7514911 71.7514911 67.7514911
#> [141] 66.7514911 60.7514911 57.7514911 58.7514911 64.7514911
#> [146] 72.7514911 74.7514911 74.7514911 70.7514911 67.7514911
#> [151] 68.7514911 70.7514911 71.7514911 72.7514911 73.7514911
#> [156] 75.7514911 76.7514911 70.7514911 68.7514911 70.7514911
#> [161] 79.7514911 82.7514911 78.7514911 75.7514911 73.7514911
#> [166] 73.7514911 72.7514911 71.7514911 70.7514911 63.7514911
#> [171] 57.7514911 51.7514911 55.7514911 58.7514911 60.7514911
#> [176] 58.7514911 58.7514911 58.7514911 62.7514911 66.7514911
#> [181] 69.7514911 70.7514911 70.7514911 73.7514911 76.7514911
#> [186] 79.7514911 79.7514911 81.7514911 83.7514911 82.7514911
#> [191] 75.7514911 66.7514911 59.7514911 58.7514911 57.7514911
#> [196] 62.7514911 67.7514911 72.7514911 72.7514911 66.7514911
#> [201] 59.7514911 52.7514911 53.7514911 53.7514911 53.7514911
#> [206] 52.7514911 57.7514911 61.7514911 66.7514911 76.7514911
#> [211] 86.7514911 94.7514911 95.7514911 92.7514911 82.7514911
#> [216] 71.7514911 63.7514911 63.7514911 61.7514911 58.7514911
#> [221] 55.7514911 52.7514911 51.7514911 49.7514911 49.7514911
#> [226] 48.7514911 50.7514911 51.7514911 57.7514911 61.7514911
#> [231] 58.7514911 51.7514911 41.7514911 39.7514911 35.7514911
#> [236] 34.7514911 33.7514911 33.7514911 34.7514911 35.7514911
#> [241] 34.7514911 33.7514911 31.7514911 31.7514911 31.7514911
#> [246] 39.7514911 47.7514911 54.7514911 50.7514911 46.7514911
#> [251] 42.7514911 42.7514911 42.7514911 42.7514911 42.7514911
#> [256] 44.7514911 45.7514911 42.7514911 36.7514911 36.7514911
#> [261] 44.7514911 54.7514911 56.7514911 54.7514911 52.7514911
#> [266] 51.7514911 49.7514911 41.7514911 34.7514911 35.7514911
#> [271] 43.7514911 57.7514911 62.7514911 58.7514911 49.7514911
#> [276] 34.7514911 29.7514911 30.7514911 36.7514911 41.7514911
#> [281] 37.7514911 34.7514911 32.7514911 33.7514911 35.7514911
#> [286] 36.7514911 37.7514911 34.7514911 32.7514911 31.7514911
#> [291] 34.7514911 35.7514911 33.7514911 30.7514911 27.7514911
#> [296] 25.7514911 31.7514911 39.7514911 48.7514911 47.7514911
#> [301] 45.7514911 44.7514911 43.7514911 43.7514911 39.7514911
#> [306] 36.7514911 34.7514911 36.7514911 33.7514911 27.7514911
#> [311] 20.7514911 20.7514911 26.7514911 32.7514911 36.7514911
#> [316] 36.7514911 41.7514911 47.7514911 52.7514911 51.7514911
#> [321] 48.7514911 45.7514911 33.7514911 22.7514911 13.7514911
#> [326] 15.7514911 17.7514911 22.7514911 26.7514911 30.7514911
#> [331] 28.7514911 27.7514911 23.7514911 22.7514911 20.7514911
#> [336] 22.7514911 24.7514911 26.7514911 27.7514911 19.7514911
#> [341] 10.7514911 6.7514911 10.7514911 15.7514911 18.7514911
#> [346] 19.7514911 15.7514911 11.7514911 10.7514911 13.7514911
#> [351] 20.7514911 24.7514911 26.7514911 24.7514911 25.7514911
#> [356] 26.7514911 26.7514911 27.7514911 25.7514911 28.7514911
#> [361] 30.7514911 30.7514911 27.7514911 24.7514911 26.7514911
#> [366] 32.7514911 37.7514911 41.7514911 41.7514911 27.7514911
#> [371] 13.7514911 3.7514911 6.7514911 9.7514911 8.7514911
#> [376] 9.7514911 13.7514911 15.7514911 15.7514911 14.7514911
#> [381] 14.7514911 14.7514911 15.7514911 18.7514911 21.7514911
#> [386] 21.7514911 19.7514911 17.7514911 16.7514911 10.7514911
#> [391] 5.7514911 0.7514911 0.7514911 0.7514911 1.7514911
#> [396] 2.7514911 2.7514911 0.7514911 -5.2485089 -15.2485089
#> [401] -24.2485089 -28.2485089 -25.2485089 -16.2485089 -7.2485089
#> [406] -0.2485089 -2.2485089 -8.2485089 -12.2485089 -13.2485089
#> [411] -12.2485089 -8.2485089 -4.2485089 -0.2485089 -7.2485089
#> [416] -15.2485089 -23.2485089 -23.2485089 -23.2485089 -25.2485089
#> [421] -28.2485089 -29.2485089 -28.2485089 -27.2485089 -26.2485089
#> [426] -25.2485089 -24.2485089 -24.2485089 -24.2485089 -25.2485089
#> [431] -25.2485089 -25.2485089 -28.2485089 -31.2485089 -34.2485089
#> [436] -31.2485089 -26.2485089 -21.2485089 -22.2485089 -25.2485089
#> [441] -40.2485089 -54.2485089 -69.2485089 -73.2485089 -70.2485089
#> [446] -65.2485089 -60.2485089 -61.2485089 -66.2485089 -79.2485089
#> [451] -95.2485089 -107.2485089 -101.2485089 -91.2485089 -84.2485089
#> [456] -86.2485089 -87.2485089 -86.2485089 -85.2485089 -86.2485089
#> [461] -88.2485089 -90.2485089 -90.2485089 -93.2485089 -95.2485089
#> [466] -99.2485089 -100.2485089 -101.2485089 -97.2485089 -93.2485089
#> [471] -93.2485089 -99.2485089 -108.2485089 -112.2485089 -114.2485089
#> [476] -118.2485089 -122.2485089 -127.2485089 -129.2485089 -131.2485089
#> [481] -132.2485089 -140.2485089 -148.2485089 -155.2485089 -156.2485089
#> [486] -156.2485089 -157.2485089 -152.2485089 -145.2485089 -138.2485089
#> [491] -139.2485089 -150.2485089 -160.2485089 -163.2485089 -160.2485089
#> [496] -158.2485089 -160.2485089 -162.2485089 -163.2485089 -170.2485089
#> [501] -179.2485089 -189.2485089 -192.2485089 -192.2485089 -192.2485089
#> [506] -196.2485089 -200.2485089 -205.2485089 -203.2485089 -196.2485089
#> [511] -190.2485089 -192.2485089 -198.2485089 -204.2485089 -204.2485089
#> [516] -207.2485089 -211.2485089 -214.2485089 -214.2485089 -214.2485089
#> [521] -213.2485089 -215.2485089 -225.2485089 -236.2485089 -244.2485089
#> [526] -247.2485089 -250.2485089 -255.2485089 -256.2485089 -258.2485089
#> [531] -259.2485089 -259.2485089 -259.2485089 -259.2485089 -257.2485089
#> [536] -256.2485089 -255.2485089 -256.2485089 -255.2485089 -262.2485089
#> [541] -269.2485089 -273.2485089 -272.2485089 -271.2485089 -274.2485089
#> [546] -276.2485089 -284.2485089 -288.2485089 -291.2485089 -288.2485089
#> [551] -286.2485089 -285.2485089 -285.2485089 -282.2485089 -279.2485089
#> [556] -289.2485089 -303.2485089 -320.2485089 -324.2485089 -324.2485089
#> [561] -321.2485089 -317.2485089 -317.2485089 -315.2485089 -313.2485089
#> [566] -309.2485089 -308.2485089 -306.2485089 -305.2485089 -305.2485089
#> [571] -305.2485089 -315.2485089 -327.2485089 -339.2485089 -342.2485089
#> [576] -344.2485089 -343.2485089 -343.2485089 -351.2485089 -360.2485089
#> [581] -367.2485089 -363.2485089 -360.2485089 -358.2485089 -359.2485089
#> [586] -370.2485089 -378.2485089 -380.2485089 -374.2485089 -380.2485089
#> [591] -388.2485089 -396.2485089 -390.2485089 -382.2485089 -374.2485089
#> [596] -380.2485089 -395.2485089 -411.2485089 -413.2485089 -401.2485089
#> [601] -390.2485089 -384.2485089 -386.2485089 -389.2485089 -391.2485089
#> [606] -393.2485089 -393.2485089 -393.2485089 -400.2485089 -407.2485089
#> [611] -414.2485089 -414.2485089 -418.2485089 -422.2485089 -427.2485089
#> [616] -430.2485089 -432.2485089 -437.2485089 -442.2485089 -447.2485089
#> [621] -451.2485089 -454.2485089 -458.2485089 -452.2485089 -445.2485089
#> [626] -443.2485089 -448.2485089 -452.2485089 -454.2485089 -455.2485089
#> [631] -460.2485089 -461.2485089 -462.2485089 -462.2485089 -466.2485089
#> [636] -473.2485089 -480.2485089 -471.2485089 -461.2485089 -453.2485089
#> [641] -459.2485089 -477.2485089 -490.2485089 -497.2485089 -490.2485089
#> [646] -485.2485089 -486.2485089 -489.2485089 -492.2485089 -491.2485089
#> [651] -490.2485089 -488.2485089 -486.2485089 -483.2485089 -480.2485089
#> [656] -474.2485089 -470.2485089 -483.2485089 -499.2485089 -507.2485089
#> [661] -498.2485089 -492.2485089 -497.2485089 -502.2485089 -504.2485089
#> [666] -505.2485089 -506.2485089 -507.2485089 -515.2485089 -522.2485089
#> [671] -529.2485089 -529.2485089 -536.2485089 -543.2485089 -543.2485089
#> [676] -537.2485089 -532.2485089 -533.2485089 -534.2485089 -534.2485089
#> [681] -539.2485089 -544.2485089 -555.2485089 -561.2485089 -569.2485089
#> [686] -568.2485089 -567.2485089 -563.2485089 -562.2485089 -562.2485089
#> [691] -562.2485089 -562.2485089 -561.2485089 -561.2485089 -563.2485089
#> [696] -565.2485089 -566.2485089 -567.2485089 -564.2485089 -563.2485089
#> [701] -561.2485089 -562.2485089 -569.2485089 -574.2485089 -579.2485089
#> [706] -576.2485089 -575.2485089 -582.2485089 -588.2485089 -592.2485089
#> [711] -589.2485089 -588.2485089 -591.2485089 -594.2485089 -595.2485089
#> [716] -595.2485089 -601.2485089 -610.2485089 -618.2485089 -622.2485089
#> [721] -626.2485089 -629.2485089 -624.2485089 -618.2485089 -621.2485089
#> [726] -630.2485089 -634.2485089 -623.2485089 -612.2485089 -612.2485089
#> [731] -616.2485089 -620.2485089 -618.2485089 -621.2485089 -623.2485089
#> [736] -625.2485089 -624.2485089 -624.2485089 -624.2485089 -625.2485089
#> [741] -625.2485089 -629.2485089 -639.2485089 -654.2485089 -666.2485089
#> [746] -670.2485089 -668.2485089 -667.2485089 -667.2485089 -667.2485089
#> [751] -666.2485089 -665.2485089 -658.2485089 -652.2485089 -646.2485089
#> [756] -647.2485089 -647.2485089 -657.2485089 -667.2485089 -673.2485089
#> [761] -669.2485089 -657.2485089 -651.2485089 -646.2485089 -648.2485089
#> [766] -661.2485089 -672.2485089 -681.2485089 -679.2485089 -678.2485089
#> [771] -679.2485089 -683.2485089 -684.2485089 -686.2485089 -693.2485089
#> [776] -702.2485089 -706.2485089 -697.2485089 -688.2485089 -689.2485089
#> [781] -693.2485089 -694.2485089 -690.2485089 -693.2485089 -700.2485089
#> [786] -696.2485089 -686.2485089 -680.2485089 -684.2485089 -697.2485089
#> [791] -707.2485089 -713.2485089 -709.2485089 -704.2485089 -703.2485089
#> [796] -703.2485089 -704.2485089 -706.2485089 -706.2485089 -712.2485089
#> [801] -717.2485089 -723.2485089 -724.2485089 -725.2485089 -729.2485089
#> [806] -736.2485089 -743.2485089 -738.2485089 -730.2485089 -728.2485089
#> [811] -731.2485089 -735.2485089 -733.2485089 -732.2485089 -732.2485089
#> [816] -730.2485089 -728.2485089 -728.2485089 -728.2485089 -730.2485089
#> [821] -732.2485089 -736.2485089 -741.2485089 -742.2485089 -742.2485089
#> [826] -739.2485089 -737.2485089 -735.2485089 -738.2485089 -744.2485089
#> [831] -752.2485089 -757.2485089 -760.2485089 -768.2485089 -776.2485089
#> [836] -776.2485089 -767.2485089 -761.2485089 -762.2485089 -761.2485089
#> [841] -757.2485089 -754.2485089 -755.2485089 -758.2485089 -772.2485089
#> [846] -784.2485089 -793.2485089 -783.2485089 -773.2485089 -767.2485089
#> [851] -770.2485089 -776.2485089 -777.2485089 -779.2485089 -778.2485089
#> [856] -782.2485089 -784.2485089 -789.2485089 -795.2485089 -797.2485089
#> [861] -791.2485089 -784.2485089 -783.2485089 -785.2485089 -788.2485089
#> [866] -789.2485089 -792.2485089 -796.2485089 -798.2485089 -800.2485089
#> [871] -800.2485089 -800.2485089 -804.2485089 -809.2485089 -817.2485089
#> [876] -821.2485089 -823.2485089 -822.2485089 -812.2485089 -801.2485089
#> [881] -795.2485089 -801.2485089 -815.2485089 -826.2485089 -828.2485089
#> [886] -824.2485089 -820.2485089 -821.2485089 -822.2485089 -823.2485089
#> [891] -823.2485089 -823.2485089 -824.2485089 -824.2485089 -815.2485089
#> [896] -807.2485089 -795.2485089 -791.2485089 -802.2485089 -815.2485089
#> [901] -829.2485089 -826.2485089 -824.2485089 -824.2485089 -828.2485089
#> [906] -829.2485089 -830.2485089 -829.2485089 -831.2485089 -831.2485089
#> [911] -829.2485089 -829.2485089 -831.2485089 -833.2485089 -834.2485089
#> [916] -833.2485089 -833.2485089 -832.2485089 -832.2485089 -828.2485089
#> [921] -824.2485089 -821.2485089 -826.2485089 -832.2485089 -839.2485089
#> [926] -841.2485089 -841.2485089 -841.2485089 -844.2485089 -848.2485089
#> [931] -847.2485089 -844.2485089 -839.2485089 -837.2485089 -838.2485089
#> [936] -839.2485089 -841.2485089 -851.2485089 -860.2485089 -870.2485089
#> [941] -870.2485089 -868.2485089 -866.2485089 -863.2485089 -863.2485089
#> [946] -865.2485089 -866.2485089 -864.2485089 -863.2485089 -857.2485089
#> [951] -853.2485089 -863.2485089 -876.2485089 -891.2485089 -893.2485089
#> [956] -895.2485089 -895.2485089 -896.2485089 -898.2485089 -898.2485089
#> [961] -894.2485089 -889.2485089 -895.2485089 -902.2485089 -910.2485089
#> [966] -908.2485089 -909.2485089 -911.2485089 -913.2485089 -914.2485089
#> [971] -906.2485089 -898.2485089 -893.2485089 -898.2485089 -902.2485089
#> [976] -903.2485089 -902.2485089 -898.2485089 -893.2485089 -891.2485089
#> [981] -896.2485089 -902.2485089 -904.2485089 -915.2485089 -930.2485089
#> [986] -946.2485089 -940.2485089 -930.2485089 -920.2485089 -918.2485089
#> [991] -915.2485089 -915.2485089 -922.2485089 -930.2485089 -936.2485089
#> [996] -938.2485089 -939.2485089 -932.2485089 -920.2485089 -907.2485089
#>
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$baseline_means_by_epoch
#> [1] 6227.133 6286.629 5571.313 6011.536 6900.249
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$baseline_correction_method
#> [1] "subtractive"
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$baseline_cor_col_name
#> [1] "pupil_raw_sub_bline_multi_baseline"
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$epoch_events
#> [1] "PROBE_START_{trial}"
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$baseline_events
#> [1] "DELAY_START_*" "DELAY_STOP_*"
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$n_epochs
#> [1] 5
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$n_baseline_epochs
#> [1] 5
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$info
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$info$calc_baseline
#> [1] TRUE
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$info$apply_baseline
#> [1] TRUE
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$info$baseline_type
#> [1] "sub"
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$info$baseline_events
#> [1] "DELAY_START_*" "DELAY_STOP_*"
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$info$baseline_period
#> NULL
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$info$epoch_events
#> [1] "PROBE_START_{trial}"
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$info$epoch_limits
#> [1] 0 1
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$info$n_epochs
#> [1] 5
#>
#> $baseline_pupil_raw_sub_bline_multi_baseline_epoch_prePostProbe$block_1$info$n_baseline_epochs
#> [1] 5
#>
#>
#>
#>
#> attr(,"class")
#> [1] "eyeris"
# example 9: additional (potentially helpful) example
start_events <- data.frame(
time = c(11334491, 11338691),
msg = c("TRIALID 22", "TRIALID 23")
)
end_events <- data.frame(
time = c(11337158, 11341292),
msg = c("RESPONSE_22", "RESPONSE_23")
)
block_number <- 1
eye_preproc |>
eyeris::epoch(
events = list(start_events, end_events, block_number),
label = "example9"
)
#> ℹ Epoching pupil data...
#> Warning: NOTE: Manual epoching only works with 1 block at a time.
#> Manual epoch input must be a list of 2 dataframes and 1 numeric:
#> - `start_events` (df), `end_events` (df), and `block` (numeric)
#> Please be sure to explicitly indicate the block number in yourinput list! (see example #9 in the documentation for more details).
#> ✔ Done!
#> ✔ Block 1: pupil data from 0 unique event messages extracted
#> ✔ Pupil epoching completed in 0.02 seconds
#> ℹ Recalculating epoched confounds for new epochs...
#> Warning: Unknown or uninitialised column: `matched_event`.
#> $file
#> [1] "/home/runner/work/_temp/Library/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 14
#> block time_orig time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11334491 0 982. 555. R 1000 diameter 6198
#> 2 1 11334492 0.001 981. 554. R 1000 diameter 6201
#> 3 1 11334493 0.002 981 553. R 1000 diameter 6201
#> 4 1 11334494 0.003 981. 554. R 1000 diameter 6202
#> 5 1 11334495 0.004 981. 554. R 1000 diameter 6202
#> 6 1 11334496 0.005 981. 553 R 1000 diameter 6200
#> 7 1 11334497 0.006 982. 551. R 1000 diameter 6198
#> 8 1 11334498 0.007 983 550. R 1000 diameter 6196
#> 9 1 11334499 0.008 984. 551. R 1000 diameter 6196
#> 10 1 11334500 0.009 983. 552. R 1000 diameter 6199
#> # ℹ 20,757 more rows
#> # ℹ 5 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>
#>
#>
#> $events
#> $events$block_1
#> # A tibble: 67 × 4
#> block time text text_unique
#> <dbl> <dbl> <chr> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START EXP_START
#> 3 1 11334491 TRIALID 22 TRIALID 22
#> 4 1 11334491 START_TRIAL_22 START_TRIAL_22
#> 5 1 11334491 CUE_START_22 CUE_START_22
#> 6 1 11335466 CUE_STOP_22 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22 PROBE_START_22
#> 10 1 11337158 RESPONSE_22 RESPONSE_22
#> # ℹ 57 more rows
#>
#>
#> $blinks
#> $blinks$block_1
#> # A tibble: 1 × 5
#> block stime etime dur eye
#> <dbl> <dbl> <dbl> <dbl> <fct>
#> 1 1 11348253 11348308 56 R
#>
#>
#> $info
#> date model version sample.rate cr left right mono
#> 1 2009-01-11 02:40:47 EyeLink 1000 4.594 1000 TRUE FALSE TRUE TRUE
#> screen.x screen.y mount filter.level
#> 1 1920 1080 Desktop / Monocular / Head Stabilized 2
#> sample.dtype event.dtype pupil.dtype velocity resolution htarg input buttons
#> 1 GAZE GAZE DIAMETER FALSE FALSE FALSE TRUE FALSE
#>
#> $latest
#> [1] "pupil_raw_epoch"
#>
#> $confounds
#> $confounds$unepoched_timeseries
#> $confounds$unepoched_timeseries$block_1
#> $confounds$unepoched_timeseries$block_1$pupil_raw
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 74 0.003563346 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 74 74 74 74
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 74 74 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 0.00014446 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 56 56 56
#> total_blink_time_ms prop_blink_time
#> 1 56 0.002696716
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 156 0.007511918 1
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 156 156 156 156
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 156 156 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 1 0.04815564
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 156 156 156
#> total_blink_time_ms prop_blink_time
#> 1 156 0.00751228
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#> $confounds$unepoched_timeseries$block_1$pupil_raw_deblink_detransient_interpolate_lpfilt_z
#> sampling_rate_hz total_time_ms n_samples n_invalid prop_invalid n_gaps
#> 1 1000 20766 20767 NA NA 0
#> max_gap_n_samples max_gap_duration_ms min_gap_n_samples min_gap_duration_ms
#> 1 0 0 0 0
#> mean_gap_n_samples mean_gap_duration_ms screen_width screen_height
#> 1 0 0 1920 1080
#> gaze_x_var_px gaze_y_var_px mean_gaze_distance_from_center_px
#> 1 197.3489 780.2944 21.01572
#> mean_gaze_distance_from_center_norm prop_clipped n_blinks blink_rate_hz
#> 1 0.02866172 9.630664e-05 0 0
#> min_blink_duration_ms max_blink_duration_ms mean_blink_duration_ms
#> 1 NA NA NA
#> total_blink_time_ms prop_blink_time
#> 1 0 0
#>
#>
#>
#> $confounds$epoched_timeseries
#> $confounds$epoched_timeseries$epoch_example9
#> list()
#>
#>
#> $confounds$epoched_epoch_wide
#> $confounds$epoched_epoch_wide$epoch_example9
#> list()
#>
#>
#>
#> $params
#> $params$epoch
#> pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE)
#>
#>
#> $epoch_example9
#> $epoch_example9$block_1
#> # A tibble: 5,268 × 19
#> block time_orig time_secs eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11334491 0 982. 555. R 1000 diameter 6198
#> 2 1 11334492 0.001 981. 554. R 1000 diameter 6201
#> 3 1 11334493 0.002 981 553. R 1000 diameter 6201
#> 4 1 11334494 0.003 981. 554. R 1000 diameter 6202
#> 5 1 11334495 0.004 981. 554. R 1000 diameter 6202
#> 6 1 11334496 0.005 981. 553 R 1000 diameter 6200
#> 7 1 11334497 0.006 982. 551. R 1000 diameter 6198
#> 8 1 11334498 0.007 983 550. R 1000 diameter 6196
#> 9 1 11334499 0.008 984. 551. R 1000 diameter 6196
#> 10 1 11334500 0.009 983. 552. R 1000 diameter 6199
#> # ℹ 5,258 more rows
#> # ℹ 10 more variables: pupil_raw_deblink <dbl>,
#> # pupil_raw_deblink_detransient <dbl>,
#> # pupil_raw_deblink_detransient_interpolate <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt <dbl>,
#> # pupil_raw_deblink_detransient_interpolate_lpfilt_z <dbl>, timebin <dbl>,
#> # start_time <dbl>, start_msg <chr>, end_time <dbl>, end_msg <chr>
#>
#> $epoch_example9$info
#> $epoch_example9$info$block_1
#> $epoch_example9$info$block_1$calc_baseline
#> [1] FALSE
#>
#> $epoch_example9$info$block_1$apply_baseline
#> [1] FALSE
#>
#> $epoch_example9$info$block_1$epoch_events
#> $epoch_example9$info$block_1$epoch_events[[1]]
#> time msg
#> 1 11334491 TRIALID 22
#> 2 11338691 TRIALID 23
#>
#> $epoch_example9$info$block_1$epoch_events[[2]]
#> time msg
#> 1 11337158 RESPONSE_22
#> 2 11341292 RESPONSE_23
#>
#> $epoch_example9$info$block_1$epoch_events[[3]]
#> [1] 1
#>
#>
#> $epoch_example9$info$block_1$epoch_limits
#> NULL
#>
#> $epoch_example9$info$block_1$n_epochs
#> [1] 0
#>
#>
#>
#>
#> attr(,"class")
#> [1] "eyeris"