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,
calc_baseline = FALSE,
apply_baseline = FALSE,
baseline_type = c("sub", "div"),
baseline_events = NULL,
baseline_period = NULL,
hz = NULL,
verbose = TRUE
)Arguments
- eyeris
An object of class
eyerisderived fromload().- 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.- calc_baseline
A flag indicated whether to perform baseline correction. Note, setting
calc_baselineto TRUE alone will only compute the baseline period, but will not apply it to the preprocessed timeseries unlessapply_baselineis also set to TRUE.- apply_baseline
A flag indicating whether to apply the calculated baseline to the pupil timeseries. The baseline correction will be applied to the pupil from the latest preprocessing step.
- 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.
Examples
eye_preproc <- system.file("extdata", "memory.asc", package = "eyeris") |>
eyeris::load_asc() |>
eyeris::deblink(extend = 50) |>
eyeris::detransient() |>
eyeris::interpolate() |>
eyeris::lpfilt(plot_freqz = TRUE) |>
eyeris::zscore()
# 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 0.09 seconds
#> $file
#> [1] "/home/sts/R/x86_64-pc-linux-gnu-library/4.3/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 13
#> block time_orig eye_x eye_y eye hz type pupil_raw pupil_raw_deblink
#> <dbl> <int> <dbl> <dbl> <chr> <dbl> <chr> <dbl> <dbl>
#> 1 1 11334491 982. 555. R 1000 diameter 6198 6198
#> 2 1 11334492 981. 554. R 1000 diameter 6201 6201
#> 3 1 11334493 981 553. R 1000 diameter 6201 6201
#> 4 1 11334494 981. 554. R 1000 diameter 6202 6202
#> 5 1 11334495 981. 554. R 1000 diameter 6202 6202
#> 6 1 11334496 981. 553 R 1000 diameter 6200 6200
#> 7 1 11334497 982. 551. R 1000 diameter 6198 6198
#> 8 1 11334498 983 550. R 1000 diameter 6196 6196
#> 9 1 11334499 984. 551. R 1000 diameter 6196 6196
#> 10 1 11334500 983. 552. R 1000 diameter 6199 6199
#> # ℹ 20,757 more rows
#> # ℹ 4 more variables: 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 × 3
#> block time text
#> <dbl> <dbl> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START
#> 3 1 11334491 TRIALID 22
#> 4 1 11334491 START_TRIAL_22
#> 5 1 11334491 CUE_START_22
#> 6 1 11335466 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22
#> 10 1 11337158 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_deblink_detransient_interpolate_lpfilt_z_epoch"
#>
#> $params
#> $params$deblink
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$detransient
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$interpolate
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$lpfilt
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$z
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$epoch
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#>
#> $epoch_probe
#> $epoch_probe$block_1
#> # A tibble: 20,000 × 18
#> block time_orig timebin eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11335474 0 975. 545. R 1000 diameter 6138
#> 2 1 11335475 0.00100 975. 544. R 1000 diameter 6144
#> 3 1 11335476 0.00200 975. 544 R 1000 diameter 6146
#> 4 1 11335477 0.00300 976. 544. R 1000 diameter 6143
#> 5 1 11335478 0.00400 975. 545 R 1000 diameter 6141
#> 6 1 11335479 0.00500 975. 545. R 1000 diameter 6140
#> 7 1 11335480 0.00600 975. 544. R 1000 diameter 6137
#> 8 1 11335481 0.00700 975. 544. R 1000 diameter 6127
#> 9 1 11335482 0.00800 975 545. R 1000 diameter 6119
#> 10 1 11335483 0.00900 975. 546. R 1000 diameter 6113
#> # ℹ 19,990 more rows
#> # ℹ 9 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>, template <chr>,
#> # matching_pattern <chr>, matched_event <chr>, event_message <chr>
#>
#>
#> 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 0.04 seconds
#> $file
#> [1] "/home/sts/R/x86_64-pc-linux-gnu-library/4.3/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 13
#> block time_orig eye_x eye_y eye hz type pupil_raw pupil_raw_deblink
#> <dbl> <int> <dbl> <dbl> <chr> <dbl> <chr> <dbl> <dbl>
#> 1 1 11334491 982. 555. R 1000 diameter 6198 6198
#> 2 1 11334492 981. 554. R 1000 diameter 6201 6201
#> 3 1 11334493 981 553. R 1000 diameter 6201 6201
#> 4 1 11334494 981. 554. R 1000 diameter 6202 6202
#> 5 1 11334495 981. 554. R 1000 diameter 6202 6202
#> 6 1 11334496 981. 553 R 1000 diameter 6200 6200
#> 7 1 11334497 982. 551. R 1000 diameter 6198 6198
#> 8 1 11334498 983 550. R 1000 diameter 6196 6196
#> 9 1 11334499 984. 551. R 1000 diameter 6196 6196
#> 10 1 11334500 983. 552. R 1000 diameter 6199 6199
#> # ℹ 20,757 more rows
#> # ℹ 4 more variables: 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 × 3
#> block time text
#> <dbl> <dbl> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START
#> 3 1 11334491 TRIALID 22
#> 4 1 11334491 START_TRIAL_22
#> 5 1 11334491 CUE_START_22
#> 6 1 11335466 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22
#> 10 1 11337158 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_deblink_detransient_interpolate_lpfilt_z_epoch"
#>
#> $params
#> $params$deblink
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$detransient
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$interpolate
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$lpfilt
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$z
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$epoch
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#>
#> $epoch_trialidTrial
#> $epoch_trialidTrial$block_1
#> # A tibble: 20,650 × 18
#> block time_orig eye_x eye_y eye hz type pupil_raw pupil_raw_deblink
#> <dbl> <int> <dbl> <dbl> <chr> <dbl> <chr> <dbl> <dbl>
#> 1 1 11334491 982. 555. R 1000 diameter 6198 6198
#> 2 1 11334492 981. 554. R 1000 diameter 6201 6201
#> 3 1 11334493 981 553. R 1000 diameter 6201 6201
#> 4 1 11334494 981. 554. R 1000 diameter 6202 6202
#> 5 1 11334495 981. 554. R 1000 diameter 6202 6202
#> 6 1 11334496 981. 553 R 1000 diameter 6200 6200
#> 7 1 11334497 982. 551. R 1000 diameter 6198 6198
#> 8 1 11334498 983 550. R 1000 diameter 6196 6196
#> 9 1 11334499 984. 551. R 1000 diameter 6196 6196
#> 10 1 11334500 983. 552. R 1000 diameter 6199 6199
#> # ℹ 20,640 more rows
#> # ℹ 9 more variables: 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>,
#> # template <chr>, matching_pattern <chr>, matched_event <chr>, trial <chr>
#>
#>
#> 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 0.04 seconds
#> $file
#> [1] "/home/sts/R/x86_64-pc-linux-gnu-library/4.3/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 13
#> block time_orig eye_x eye_y eye hz type pupil_raw pupil_raw_deblink
#> <dbl> <int> <dbl> <dbl> <chr> <dbl> <chr> <dbl> <dbl>
#> 1 1 11334491 982. 555. R 1000 diameter 6198 6198
#> 2 1 11334492 981. 554. R 1000 diameter 6201 6201
#> 3 1 11334493 981 553. R 1000 diameter 6201 6201
#> 4 1 11334494 981. 554. R 1000 diameter 6202 6202
#> 5 1 11334495 981. 554. R 1000 diameter 6202 6202
#> 6 1 11334496 981. 553 R 1000 diameter 6200 6200
#> 7 1 11334497 982. 551. R 1000 diameter 6198 6198
#> 8 1 11334498 983 550. R 1000 diameter 6196 6196
#> 9 1 11334499 984. 551. R 1000 diameter 6196 6196
#> 10 1 11334500 983. 552. R 1000 diameter 6199 6199
#> # ℹ 20,757 more rows
#> # ℹ 4 more variables: 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 × 3
#> block time text
#> <dbl> <dbl> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START
#> 3 1 11334491 TRIALID 22
#> 4 1 11334491 START_TRIAL_22
#> 5 1 11334491 CUE_START_22
#> 6 1 11335466 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22
#> 10 1 11337158 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_deblink_detransient_interpolate_lpfilt_z_epoch"
#>
#> $params
#> $params$deblink
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$detransient
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$interpolate
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$lpfilt
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$z
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$epoch
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#>
#> $epoch_probeStartTrial
#> $epoch_probeStartTrial$block_1
#> # A tibble: 5,000 × 18
#> block time_orig timebin eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11336474 0 972. 550. R 1000 diameter 6513
#> 2 1 11336475 0.00100 971. 551. R 1000 diameter 6512
#> 3 1 11336476 0.00200 970. 551. R 1000 diameter 6512
#> 4 1 11336477 0.00300 970. 550. R 1000 diameter 6512
#> 5 1 11336478 0.00400 971. 548. R 1000 diameter 6514
#> 6 1 11336479 0.00501 972. 547. R 1000 diameter 6516
#> 7 1 11336480 0.00601 972. 548. R 1000 diameter 6518
#> 8 1 11336481 0.00701 972. 548. R 1000 diameter 6518
#> 9 1 11336482 0.00801 972. 550. R 1000 diameter 6518
#> 10 1 11336483 0.00901 972. 550. R 1000 diameter 6517
#> # ℹ 4,990 more rows
#> # ℹ 9 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>, template <chr>,
#> # matching_pattern <chr>, matched_event <chr>, trial <chr>
#>
#>
#> 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 0.04 seconds
#> $file
#> [1] "/home/sts/R/x86_64-pc-linux-gnu-library/4.3/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 13
#> block time_orig eye_x eye_y eye hz type pupil_raw pupil_raw_deblink
#> <dbl> <int> <dbl> <dbl> <chr> <dbl> <chr> <dbl> <dbl>
#> 1 1 11334491 982. 555. R 1000 diameter 6198 6198
#> 2 1 11334492 981. 554. R 1000 diameter 6201 6201
#> 3 1 11334493 981 553. R 1000 diameter 6201 6201
#> 4 1 11334494 981. 554. R 1000 diameter 6202 6202
#> 5 1 11334495 981. 554. R 1000 diameter 6202 6202
#> 6 1 11334496 981. 553 R 1000 diameter 6200 6200
#> 7 1 11334497 982. 551. R 1000 diameter 6198 6198
#> 8 1 11334498 983 550. R 1000 diameter 6196 6196
#> 9 1 11334499 984. 551. R 1000 diameter 6196 6196
#> 10 1 11334500 983. 552. R 1000 diameter 6199 6199
#> # ℹ 20,757 more rows
#> # ℹ 4 more variables: 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 × 3
#> block time text
#> <dbl> <dbl> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START
#> 3 1 11334491 TRIALID 22
#> 4 1 11334491 START_TRIAL_22
#> 5 1 11334491 CUE_START_22
#> 6 1 11335466 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22
#> 10 1 11337158 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_deblink_detransient_interpolate_lpfilt_z_epoch"
#>
#> $params
#> $params$deblink
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$detransient
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$interpolate
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$lpfilt
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$z
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$epoch
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#>
#> $epoch_prePostProbe
#> $epoch_prePostProbe$block_1
#> # A tibble: 10,000 × 18
#> block time_orig timebin eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11335474 0 975. 545. R 1000 diameter 6138
#> 2 1 11335475 0.00100 975. 544. R 1000 diameter 6144
#> 3 1 11335476 0.00200 975. 544 R 1000 diameter 6146
#> 4 1 11335477 0.00300 976. 544. R 1000 diameter 6143
#> 5 1 11335478 0.00400 975. 545 R 1000 diameter 6141
#> 6 1 11335479 0.00500 975. 545. R 1000 diameter 6140
#> 7 1 11335480 0.00600 975. 544. R 1000 diameter 6137
#> 8 1 11335481 0.00700 975. 544. R 1000 diameter 6127
#> 9 1 11335482 0.00800 975 545. R 1000 diameter 6119
#> 10 1 11335483 0.00900 975. 546. R 1000 diameter 6113
#> # ℹ 9,990 more rows
#> # ℹ 9 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>, template <chr>,
#> # matching_pattern <chr>, matched_event <chr>, trial <chr>
#>
#>
#> 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
#> $file
#> [1] "/home/sts/R/x86_64-pc-linux-gnu-library/4.3/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 13
#> block time_orig eye_x eye_y eye hz type pupil_raw pupil_raw_deblink
#> <dbl> <int> <dbl> <dbl> <chr> <dbl> <chr> <dbl> <dbl>
#> 1 1 11334491 982. 555. R 1000 diameter 6198 6198
#> 2 1 11334492 981. 554. R 1000 diameter 6201 6201
#> 3 1 11334493 981 553. R 1000 diameter 6201 6201
#> 4 1 11334494 981. 554. R 1000 diameter 6202 6202
#> 5 1 11334495 981. 554. R 1000 diameter 6202 6202
#> 6 1 11334496 981. 553 R 1000 diameter 6200 6200
#> 7 1 11334497 982. 551. R 1000 diameter 6198 6198
#> 8 1 11334498 983 550. R 1000 diameter 6196 6196
#> 9 1 11334499 984. 551. R 1000 diameter 6196 6196
#> 10 1 11334500 983. 552. R 1000 diameter 6199 6199
#> # ℹ 20,757 more rows
#> # ℹ 4 more variables: 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 × 3
#> block time text
#> <dbl> <dbl> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START
#> 3 1 11334491 TRIALID 22
#> 4 1 11334491 START_TRIAL_22
#> 5 1 11334491 CUE_START_22
#> 6 1 11335466 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22
#> 10 1 11337158 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_deblink_detransient_interpolate_lpfilt_z_epoch"
#>
#> $params
#> $params$deblink
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$detransient
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$interpolate
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$lpfilt
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$z
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$epoch
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#>
#> $epoch_example5
#> $epoch_example5$block_1
#> # A tibble: 2,667 × 18
#> block time_orig eye_x eye_y eye hz type pupil_raw pupil_raw_deblink
#> <dbl> <int> <dbl> <dbl> <chr> <dbl> <chr> <dbl> <dbl>
#> 1 1 11334491 982. 555. R 1000 diameter 6198 6198
#> 2 1 11334492 981. 554. R 1000 diameter 6201 6201
#> 3 1 11334493 981 553. R 1000 diameter 6201 6201
#> 4 1 11334494 981. 554. R 1000 diameter 6202 6202
#> 5 1 11334495 981. 554. R 1000 diameter 6202 6202
#> 6 1 11334496 981. 553 R 1000 diameter 6200 6200
#> 7 1 11334497 982. 551. R 1000 diameter 6198 6198
#> 8 1 11334498 983 550. R 1000 diameter 6196 6196
#> 9 1 11334499 984. 551. R 1000 diameter 6196 6196
#> 10 1 11334500 983. 552. R 1000 diameter 6199 6199
#> # ℹ 2,657 more rows
#> # ℹ 9 more variables: 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>
#>
#>
#> 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 0.01 seconds
#> $file
#> [1] "/home/sts/R/x86_64-pc-linux-gnu-library/4.3/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 13
#> block time_orig eye_x eye_y eye hz type pupil_raw pupil_raw_deblink
#> <dbl> <int> <dbl> <dbl> <chr> <dbl> <chr> <dbl> <dbl>
#> 1 1 11334491 982. 555. R 1000 diameter 6198 6198
#> 2 1 11334492 981. 554. R 1000 diameter 6201 6201
#> 3 1 11334493 981 553. R 1000 diameter 6201 6201
#> 4 1 11334494 981. 554. R 1000 diameter 6202 6202
#> 5 1 11334495 981. 554. R 1000 diameter 6202 6202
#> 6 1 11334496 981. 553 R 1000 diameter 6200 6200
#> 7 1 11334497 982. 551. R 1000 diameter 6198 6198
#> 8 1 11334498 983 550. R 1000 diameter 6196 6196
#> 9 1 11334499 984. 551. R 1000 diameter 6196 6196
#> 10 1 11334500 983. 552. R 1000 diameter 6199 6199
#> # ℹ 20,757 more rows
#> # ℹ 4 more variables: 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 × 3
#> block time text
#> <dbl> <dbl> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START
#> 3 1 11334491 TRIALID 22
#> 4 1 11334491 START_TRIAL_22
#> 5 1 11334491 CUE_START_22
#> 6 1 11335466 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22
#> 10 1 11337158 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_deblink_detransient_interpolate_lpfilt_z_epoch"
#>
#> $params
#> $params$deblink
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$detransient
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$interpolate
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$lpfilt
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$z
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$epoch
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#>
#> $epoch_example6
#> $epoch_example6$block_1
#> # A tibble: 2,667 × 18
#> block time_orig eye_x eye_y eye hz type pupil_raw pupil_raw_deblink
#> <dbl> <int> <dbl> <dbl> <chr> <dbl> <chr> <dbl> <dbl>
#> 1 1 11334491 982. 555. R 1000 diameter 6198 6198
#> 2 1 11334492 981. 554. R 1000 diameter 6201 6201
#> 3 1 11334493 981 553. R 1000 diameter 6201 6201
#> 4 1 11334494 981. 554. R 1000 diameter 6202 6202
#> 5 1 11334495 981. 554. R 1000 diameter 6202 6202
#> 6 1 11334496 981. 553 R 1000 diameter 6200 6200
#> 7 1 11334497 982. 551. R 1000 diameter 6198 6198
#> 8 1 11334498 983 550. R 1000 diameter 6196 6196
#> 9 1 11334499 984. 551. R 1000 diameter 6196 6196
#> 10 1 11334500 983. 552. R 1000 diameter 6199 6199
#> # ℹ 2,657 more rows
#> # ℹ 9 more variables: 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>
#>
#>
#> 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
calc_baseline = TRUE,
apply_baseline = TRUE,
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: 5 epochs baselined
#> ✔ Pupil epoching and baselining completed in 0.05 secs
#> $file
#> [1] "/home/sts/R/x86_64-pc-linux-gnu-library/4.3/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 13
#> block time_orig eye_x eye_y eye hz type pupil_raw pupil_raw_deblink
#> <dbl> <int> <dbl> <dbl> <chr> <dbl> <chr> <dbl> <dbl>
#> 1 1 11334491 982. 555. R 1000 diameter 6198 6198
#> 2 1 11334492 981. 554. R 1000 diameter 6201 6201
#> 3 1 11334493 981 553. R 1000 diameter 6201 6201
#> 4 1 11334494 981. 554. R 1000 diameter 6202 6202
#> 5 1 11334495 981. 554. R 1000 diameter 6202 6202
#> 6 1 11334496 981. 553 R 1000 diameter 6200 6200
#> 7 1 11334497 982. 551. R 1000 diameter 6198 6198
#> 8 1 11334498 983 550. R 1000 diameter 6196 6196
#> 9 1 11334499 984. 551. R 1000 diameter 6196 6196
#> 10 1 11334500 983. 552. R 1000 diameter 6199 6199
#> # ℹ 20,757 more rows
#> # ℹ 4 more variables: 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 × 3
#> block time text
#> <dbl> <dbl> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START
#> 3 1 11334491 TRIALID 22
#> 4 1 11334491 START_TRIAL_22
#> 5 1 11334491 CUE_START_22
#> 6 1 11335466 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22
#> 10 1 11337158 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_deblink_detransient_interpolate_lpfilt_z_epoch"
#>
#> $params
#> $params$deblink
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$detransient
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$interpolate
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$lpfilt
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$z
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$epoch
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#>
#> $epoch_prePostProbe
#> $epoch_prePostProbe$block_1
#> # A tibble: 5,000 × 20
#> block time_orig timebin eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11336474 0 972. 550. R 1000 diameter 6513
#> 2 1 11336475 0.00100 971. 551. R 1000 diameter 6512
#> 3 1 11336476 0.00200 970. 551. R 1000 diameter 6512
#> 4 1 11336477 0.00300 970. 550. R 1000 diameter 6512
#> 5 1 11336478 0.00400 971. 548. R 1000 diameter 6514
#> 6 1 11336479 0.00501 972. 547. R 1000 diameter 6516
#> 7 1 11336480 0.00601 972. 548. R 1000 diameter 6518
#> 8 1 11336481 0.00701 972. 548. R 1000 diameter 6518
#> 9 1 11336482 0.00801 972. 550. R 1000 diameter 6518
#> 10 1 11336483 0.00901 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>, template <chr>,
#> # matching_pattern <chr>, matched_event <chr>, trial <chr>, …
#>
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_epochs
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_epochs[[1]]
#> [1] 272.2661229 273.4736684 274.6858806 275.9026945 277.1240439
#> [6] 278.3498616 279.5800795 280.8146288 282.0534397 283.2964414
#> [11] 284.5435625 285.7947308 287.0498731 288.3089158 289.5717842
#> [16] 290.8384034 292.1086974 293.3825899 294.6600037 295.9408612
#> [21] 297.2250843 298.5125943 299.8033120 301.0971578 302.3940516
#> [26] 303.6939129 304.9966609 306.3022143 307.6104915 308.9214108
#> [31] 310.2348900 311.5508468 312.8691984 314.1898623 315.5127553
#> [36] 316.8377944 318.1648964 319.4939780 320.8249558 322.1577463
#> [41] 323.4922663 324.8284322 326.1661606 327.5053683 328.8459719
#> [46] 330.1878885 331.5310348 332.8753281 334.2206858 335.5670252
#> [51] 336.9142643 338.2623208 339.6111132 340.9605598 342.3105797
#> [56] 343.6610918 345.0120158 346.3632716 347.7147793 349.0664597
#> [61] 350.4182340 351.7700235 353.1217505 354.4733373 355.8247070
#> [66] 357.1757831 358.5264896 359.8767512 361.2264929 362.5756407
#> [71] 363.9241208 365.2718601 366.6187864 367.9648277 369.3099131
#> [76] 370.6539720 371.9969347 373.3387321 374.6792959 376.0185584
#> [81] 377.3564528 378.6929128 380.0278730 381.3612689 382.6930364
#> [86] 384.0231126 385.3514351 386.6779423 388.0025737 389.3252693
#> [91] 390.6459700 391.9646177 393.2811549 394.5955250 395.9076725
#> [96] 397.2175424 398.5250808 399.8302345 401.1329513 402.4331798
#> [101] 403.7308696 405.0259710 406.3184353 407.6082147 408.8952621
#> [106] 410.1795317 411.4609781 412.7395572 414.0152255 415.2879406
#> [111] 416.5576609 417.8243458 419.0879554 420.3484509 421.6057942
#> [116] 422.8599484 424.1108772 425.3585452 426.6029182 427.8439625
#> [121] 429.0816456 430.3159356 431.5468017 432.7742138 433.9981430
#> [126] 435.2185608 436.4354400 437.6487539 438.8584769 440.0645842
#> [131] 441.2670519 442.4658566 443.6609763 444.8523893 446.0400752
#> [136] 447.2240139 448.4041866 449.5805750 450.7531617 451.9219301
#> [141] 453.0868644 454.2479495 455.4051711 456.5585158 457.7079708
#> [146] 458.8535241 459.9951644 461.1328812 462.2666646 463.3965057
#> [151] 464.5223959 465.6443277 466.7622940 467.8762885 468.9863055
#> [156] 470.0923402 471.1943881 472.2924456 473.3865096 474.4765778
#> [161] 475.5626483 476.6447199 477.7227920 478.7968646 479.8669382
#> [166] 480.9330140 481.9950936 483.0531793 484.1072738 485.1573804
#> [171] 486.2035028 487.2456453 488.2838127 489.3180103 490.3482437
#> [176] 491.3745191 492.3968431 493.4152228 494.4296656 495.4401794
#> [181] 496.4467724 497.4494533 498.4482311 499.4431151 500.4341151
#> [186] 501.4212412 502.4045036 503.3839130 504.3594805 505.3312172
#> [191] 506.2991348 507.2632449 508.2235595 509.1800910 510.1328517
#> [196] 511.0818544 512.0271117 512.9686369 513.9064429 514.8405432
#> [201] 515.7709512 516.6976804 517.6207444 518.5401570 519.4559320
#> [206] 520.3680833 521.2766247 522.1815701 523.0829335 523.9807288
#> [211] 524.8749698 525.7656704 526.6528444 527.5365054 528.4166672
#> [216] 529.2933432 530.1665468 531.0362913 531.9025897 532.7654549
#> [221] 533.6248997 534.4809365 535.3335777 536.1828353 537.0287210
#> [226] 537.8712463 538.7104223 539.5462601 540.3787700 541.2079622
#> [231] 542.0338466 542.8564324 543.6757288 544.4917441 545.3044866
#> [236] 546.1139638 546.9201829 547.7231505 548.5228726 549.3193548
#> [241] 550.1126020 550.9026187 551.6894085 552.4729746 553.2533195
#> [246] 554.0304449 554.8043520 555.5750412 556.3425120 557.1067635
#> [251] 557.8677938 558.6256001 559.3801791 560.1315263 560.8796366
#> [256] 561.6245039 562.3661214 563.1044810 563.8395740 564.5713907
#> [261] 565.2999202 566.0251508 566.7470698 567.4656633 568.1809163
#> [266] 568.8928131 569.6013364 570.3064682 571.0081890 571.7064784
#> [271] 572.4013147 573.0926751 573.7805355 574.4648706 575.1456537
#> [276] 575.8228570 576.4964515 577.1664066 577.8326906 578.4952704
#> [281] 579.1541115 579.8091781 580.4604329 581.1078372 581.7513511
#> [286] 582.3909330 583.0265399 583.6581274 584.2856496 584.9090591
#> [291] 585.5283070 586.1433429 586.7541147 587.3605691 587.9626508
#> [296] 588.5603034 589.1534686 589.7420866 590.3260960 590.9054339
#> [301] 591.4800356 592.0498351 592.6147643 593.1747540 593.7297330
#> [306] 594.2796285 594.8243662 595.3638701 595.8980626 596.4268643
#> [311] 596.9501942 597.4679698 597.9801068 598.4865192 598.9871196
#> [316] 599.4818188 599.9705258 600.4531483 600.9295921 601.3997615
#> [321] 601.8635592 602.3208862 602.7716420 603.2157244 603.6530298
#> [326] 604.0834528 604.5068866 604.9232229 605.3323516 605.7341615
#> [331] 606.1285395 606.5153713 606.8945410 607.2659313 607.6294235
#> [336] 607.9848975 608.3322317 608.6713032 609.0019879 609.3241603
#> [341] 609.6376935 609.9424595 610.2383290 610.5251714 610.8028552
#> [346] 611.0712476 611.3302145 611.5796210 611.8193311 612.0492077
#> [351] 612.2691127 612.4789071 612.6784512 612.8676040 613.0462241
#> [356] 613.2141691 613.3712958 613.5174605 613.6525186 613.7763250
#> [361] 613.8887340 613.9895994 614.0787744 614.1561120 614.2214645
#> [366] 614.2746841 614.3156226 614.3441314 614.3600620 614.3632656
#> [371] 614.3535932 614.3308960 614.2950249 614.2458311 614.1831659
#> [376] 614.1068807 614.0168270 613.9128569 613.7948225 613.6625765
#> [381] 613.5159721 613.3548627 613.1791026 612.9885466 612.7830501
#> [386] 612.5624693 612.3266613 612.0754840 611.8087960 611.5264573
#> [391] 611.2283286 610.9142718 610.5841500 610.2378276 609.8751701
#> [396] 609.4960444 609.1003189 608.6878633 608.2585491 607.8122491
#> [401] 607.3488379 606.8681917 606.3701887 605.8547086 605.3216333
#> [406] 604.7708465 604.2022338 603.6156830 603.0110842 602.3883293
#> [411] 601.7473128 601.0879311 600.4100835 599.7136711 598.9985980
#> [416] 598.2647705 597.5120977 596.7404910 595.9498648 595.1401361
#> [421] 594.3112247 593.4630534 592.5955475 591.7086357 590.8022493
#> [426] 589.8763229 588.9307941 587.9656035 586.9806951 585.9760159
#> [431] 584.9515163 583.9071499 582.8428737 581.7586481 580.6544367
#> [436] 579.5302069 578.3859293 577.2215782 576.0371313 574.8325699
#> [441] 573.6078791 572.3630475 571.0980673 569.8129345 568.5076488
#> [446] 567.1822136 565.8366362 564.4709275 563.0851023 561.6791792
#> [451] 560.2531807 558.8071331 557.3410666 555.8550151 554.3490166
#> [456] 552.8231129 551.2773497 549.7117767 548.1264473 546.5214190
#> [461] 544.8967531 543.2525149 541.5887734 539.9056018 538.2030770
#> [466] 536.4812797 534.7402947 532.9802104 531.2011194 529.4031178
#> [471] 527.5863056 525.7507866 523.8966686 522.0240627 520.1330843
#> [476] 518.2238519 516.2964882 514.3511192 512.3878747 510.4068880
#> [481] 508.4082962 506.3922395 504.3588619 502.3083108 500.2407370
#> [486] 498.1562946 496.0551411 493.9374373 491.8033472 489.6530380
#> [491] 487.4866801 485.3044469 483.1065149 480.8930637 478.6642756
#> [496] 476.4203361 474.1614333 471.8877581 469.5995043 467.2968681
#> [501] 464.9800485 462.6492470 460.3046676 457.9465166 455.5750027
#> [506] 453.1903370 450.7927326 448.3824050 445.9595717 443.5244521
#> [511] 441.0772676 438.6182416 436.1475992 433.6655672 431.1723741
#> [516] 428.6682501 426.1534266 423.6281369 421.0926153 418.5470976
#> [521] 415.9918206 413.4270224 410.8529421 408.2698200 405.6778970
#> [526] 403.0774149 400.4686165 397.8517450 395.2270443 392.5947589
#> [531] 389.9551336 387.3084137 384.6548448 381.9946726 379.3281430
#> [536] 376.6555020 373.9769956 371.2928696 368.6033698 365.9087415
#> [541] 363.2092299 360.5050799 357.7965356 355.0838409 352.3672388
#> [546] 349.6469718 346.9232816 344.1964091 341.4665942 338.7340759
#> [551] 335.9990922 333.2618799 330.5226747 327.7817110 325.0392219
#> [556] 322.2954391 319.5505929 316.8049122 314.0586242 311.3119543
#> [561] 308.5651267 305.8183634 303.0718848 300.3259094 297.5806537
#> [566] 294.8363324 292.0931581 289.3513413 286.6110903 283.8726113
#> [571] 281.1361083 278.4017830 275.6698347 272.9404605 270.2138549
#> [576] 267.4902101 264.7697157 262.0525589 259.3389242 256.6289934
#> [581] 253.9229460 251.2209586 248.5232050 245.8298565 243.1410815
#> [586] 240.4570455 237.7779114 235.1038392 232.4349859 229.7715058
#> [591] 227.1135500 224.4612671 221.8148023 219.1742982 216.5398941
#> [596] 213.9117267 211.2899293 208.6746324 206.0659635 203.4640469
#> [601] 200.8690042 198.2809535 195.7000103 193.1262867 190.5598920
#> [606] 188.0009324 185.4495111 182.9057280 180.3696803 177.8414621
#> [611] 175.3211644 172.8088752 170.3046796 167.8086597 165.3208945
#> [616] 162.8414602 160.3704299 157.9078741 155.4538600 153.0084521
#> [621] 150.5717121 148.1436988 145.7244682 143.3140733 140.9125648
#> [626] 138.5199901 136.1363942 133.7618195 131.3963054 129.0398890
#> [631] 126.6926046 124.3544840 122.0255565 119.7058487 117.3953850
#> [636] 115.0941872 112.8022748 110.5196647 108.2463718 105.9824085
#> [641] 103.7277849 101.4825091 99.2465869 97.0200218 94.8028155
#> [646] 92.5949675 90.3964753 88.2073343 86.0275382 83.8570786
#> [651] 81.6959453 79.5441265 77.4016083 75.2683753 73.1444103
#> [656] 71.0296946 68.9242078 66.8279280 64.7408318 62.6628942
#> [661] 60.5940890 58.5343884 56.4837635 54.4421840 52.4096183
#> [666] 50.3860337 48.3713962 46.3656708 44.3688215 42.3808111
#> [671] 40.4016014 38.4311535 36.4694273 34.5163820 32.5719759
#> [676] 30.6361666 28.7089108 26.7901647 24.8798838 22.9780227
#> [681] 21.0845358 19.1993767 17.3224985 15.4538539 13.5933952
#> [686] 11.7410741 9.8968421 8.0606503 6.2324496 4.4121903
#> [691] 2.5998229 0.7952974 -1.0014364 -2.7904286 -4.5717296
#> [696] -6.3453900 -8.1114601 -9.8699907 -11.6210322 -13.3646353
#> [701] -15.1008504 -16.8297280 -18.5513186 -20.2656723 -21.9728393
#> [706] -23.6728696 -25.3658129 -27.0517190 -28.7306373 -30.4026169
#> [711] -32.0677069 -33.7259558 -35.3774122 -37.0221241 -38.6601395
#> [716] -40.2915059 -41.9162704 -43.5344800 -45.1461812 -46.7514201
#> [721] -48.3502427 -49.9426943 -51.5288201 -53.1086647 -54.6822724
#> [726] -56.2496872 -57.8109526 -59.3661118 -60.9152074 -62.4582818
#> [731] -63.9953769 -65.5265343 -67.0517950 -68.5711998 -70.0847890
#> [736] -71.5926025 -73.0946799 -74.5910603 -76.0817824 -77.5668846
#> [741] -79.0464050 -80.5203810 -81.9888501 -83.4518491 -84.9094146
#> [746] -86.3615827 -87.8083894 -89.2498701 -90.6860602 -92.1169946
#> [751] -93.5427079 -94.9632344 -96.3786083 -97.7888632 -99.1940329
#> [756] -100.5941505 -101.9892492 -103.3793619 -104.7645210 -106.1447592
#> [761] -107.5201087 -108.8906016 -110.2562698 -111.6171452 -112.9732593
#> [766] -114.3246437 -115.6713299 -117.0133492 -118.3507329 -119.6835121
#> [771] -121.0117180 -122.3353816 -123.6545340 -124.9692063 -126.2794294
#> [776] -127.5852345 -128.8866525 -130.1837145 -131.4764516 -132.7648951
#> [781] -134.0490761 -135.3290260 -136.6047760 -137.8763578 -139.1438028
#> [786] -140.4071428 -141.6664096 -142.9216350 -144.1728513 -145.4200906
#> [791] -146.6633853 -147.9027679 -149.1382711 -150.3699278 -151.5977710
#> [796] -152.8218341 -154.0421503 -155.2587534 -156.4716770 -157.6809553
#> [801] -158.8866224 -160.0887128 -161.2872610 -162.4823018 -163.6738704
#> [806] -164.8620018 -166.0467316 -167.2280954 -168.4061289 -169.5808683
#> [811] -170.7523497 -171.9206096 -173.0856845 -174.2476113 -175.4064269
#> [816] -176.5621683 -177.7148729 -178.8645782 -180.0113217 -181.1551410
#> [821] -182.2960742 -183.4341591 -184.5694339 -185.7019366 -186.8317056
#> [826] -187.9587792 -189.0831957 -190.2049937 -191.3242116 -192.4408880
#> [831] -193.5550612 -194.6667699 -195.7760524 -196.8829472 -197.9874928
#> [836] -199.0897273 -200.1896890 -201.2874160 -202.3829463 -203.4763176
#> [841] -204.5675677 -205.6567340 -206.7438537 -207.8289640 -208.9121016
#> [846] -209.9933030 -211.0726046 -212.1500421 -213.2256513 -214.2994673
#> [851] -215.3715252 -216.4418593 -217.5105037 -218.5774921 -219.6428576
#> [856] -220.7066330 -221.7688503 -222.8295414 -223.8887372 -224.9464683
#> [861] -226.0027646 -227.0576555 -228.1111695 -229.1633349 -230.2141787
#> [866] -231.2637277 -232.3120078 -233.3590440 -234.4048607 -235.4494816
#> [871] -236.4929293 -237.5352257 -238.5763920 -239.6164482 -240.6554136
#> [876] -241.6933067 -242.7301448 -243.7659444 -244.8007209 -245.8344890
#> [881] -246.8672619 -247.8990523 -248.9298715 -249.9597299 -250.9886367
#> [886] -252.0166001 -253.0436273 -254.0697240 -255.0948953 -256.1191447
#> [891] -257.1424748 -258.1648869 -259.1863811 -260.2069565 -261.2266108
#> [896] -262.2453405 -263.2631411 -264.2800065 -265.2959298 -266.3109024
#> [901] -267.3249149 -268.3379563 -269.3500146 -270.3610764 -271.3711270
#> [906] -272.3801507 -273.3881301 -274.3950470 -275.4008816 -276.4056131
#> [911] -277.4092192 -278.4116766 -279.4129605 -280.4130450 -281.4119030
#> [916] -282.4095061 -283.4058246 -284.4008278 -285.3944836 -286.3867588
#> [921] -287.3776189 -288.3670284 -289.3549506 -290.3413474 -291.3261800
#> [926] -292.3094081 -293.2909905 -294.2708849 -295.2490478 -296.2254347
#> [931] -297.2000003 -298.1726979 -299.1434800 -300.1122982 -301.0791031
#> [936] -302.0438442 -303.0064702 -303.9669291 -304.9251677 -305.8811323
#> [941] -306.8347681 -307.7860197 -308.7348309 -309.6811447 -310.6249035
#> [946] -311.5660489 -312.5045220 -313.4402631 -314.3732121 -315.3033082
#> [951] -316.2304902 -317.1546962 -318.0758641 -318.9939312 -319.9088343
#> [956] -320.8205100 -321.7288946 -322.6339239 -323.5355336 -324.4336590
#> [961] -325.3282354 -326.2191977 -327.1064808 -327.9900194 -328.8697484
#> [966] -329.7456022 -330.6175157 -331.4854233 -332.3492600 -333.2089606
#> [971] -334.0644599 -334.9156933 -335.7625960 -336.6051036 -337.4431520
#> [976] -338.2766773 -339.1056162 -339.9299053 -340.7494820 -341.5642841
#> [981] -342.3742496 -343.1793173 -343.9794265 -344.7745168 -345.5645286
#> [986] -346.3494031 -347.1290818 -347.9035070 -348.6726220 -349.4363705
#> [991] -350.1946971 -350.9475472 -351.6948670 -352.4366037 -353.1727053
#> [996] -353.9031206 -354.6277995 -355.3466928 -356.0597524 -356.7669309
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_epochs[[2]]
#> [1] 248.873286 249.483524 250.097091 250.714059 251.334498 251.958476
#> [7] 252.586062 253.217323 253.852324 254.491131 255.133807 255.780415
#> [13] 256.431015 257.085669 257.744435 258.407370 259.074531 259.745973
#> [19] 260.421749 261.101910 261.786509 262.475592 263.169209 263.867404
#> [25] 264.570222 265.277706 265.989896 266.706832 267.428552 268.155090
#> [31] 268.886482 269.622759 270.363952 271.110090 271.861198 272.617302
#> [37] 273.378425 274.144587 274.915808 275.692104 276.473492 277.259983
#> [43] 278.051588 278.848318 279.650178 280.457174 281.269308 282.086582
#> [49] 282.908994 283.736540 284.569215 285.407012 286.249921 287.097930
#> [55] 287.951025 288.809190 289.672408 290.540658 291.413917 292.292162
#> [61] 293.175367 294.063501 294.956536 295.854438 296.757173 297.664705
#> [67] 298.576994 299.493999 300.415679 301.341988 302.272881 303.208308
#> [73] 304.148219 305.092562 306.041284 306.994327 307.951634 308.913146
#> [79] 309.878801 310.848537 311.822289 312.799990 313.781573 314.766968
#> [85] 315.756104 316.748908 317.745307 318.745225 319.748585 320.755309
#> [91] 321.765317 322.778528 323.794861 324.814232 325.836557 326.861750
#> [97] 327.889724 328.920393 329.953668 330.989458 332.027675 333.068226
#> [103] 334.111021 335.155966 336.202968 337.251934 338.302768 339.355377
#> [109] 340.409665 341.465536 342.522894 343.581643 344.641686 345.702927
#> [115] 346.765269 347.828614 348.892866 349.957928 351.023703 352.090095
#> [121] 353.157007 354.224343 355.292007 356.359904 357.427938 358.496016
#> [127] 359.564043 360.631926 361.699572 362.766889 363.833785 364.900172
#> [133] 365.965957 367.031054 368.095375 369.158831 370.221339 371.282813
#> [139] 372.343171 373.402329 374.460207 375.516725 376.571806 377.625372
#> [145] 378.677348 379.727660 380.776235 381.823003 382.867895 383.910842
#> [151] 384.951779 385.990641 387.027367 388.061896 389.094167 390.124126
#> [157] 391.151716 392.176884 393.199579 394.219751 395.237353 396.252341
#> [163] 397.264669 398.274298 399.281188 400.285301 401.286603 402.285061
#> [169] 403.280644 404.273324 405.263073 406.249869 407.233687 408.214509
#> [175] 409.192316 410.167093 411.138827 412.107506 413.073121 414.035664
#> [181] 414.995132 415.951521 416.904831 417.855063 418.802222 419.746312
#> [187] 420.687342 421.625321 422.560262 423.492178 424.421086 425.347003
#> [193] 426.269948 427.189945 428.107015 429.021186 429.932483 430.840937
#> [199] 431.746577 432.649436 433.549548 434.446949 435.341676 436.233767
#> [205] 437.123264 438.010207 438.894639 439.776606 440.656152 441.533323
#> [211] 442.408169 443.280738 444.151080 445.019246 445.885287 446.749258
#> [217] 447.611210 448.471199 449.329279 450.185506 451.039935 451.892623
#> [223] 452.743627 453.593004 454.440811 455.287106 456.131946 456.975388
#> [229] 457.817490 458.658309 459.497902 460.336326 461.173638 462.009892
#> [235] 462.845144 463.679450 464.512862 465.345433 466.177217 467.008265
#> [241] 467.838626 468.668349 469.497483 470.326075 471.154168 471.981808
#> [247] 472.809036 473.635893 474.462417 475.288647 476.114616 476.940359
#> [253] 477.765907 478.591288 479.416530 480.241657 481.066692 481.891655
#> [259] 482.716563 483.541430 484.366270 485.191091 486.015900 486.840702
#> [265] 487.665496 488.490281 489.315052 490.139799 490.964512 491.789176
#> [271] 492.613773 493.438281 494.262674 495.086925 495.911002 496.734868
#> [277] 497.558485 498.381808 499.204792 500.027385 500.849534 501.671179
#> [283] 502.492258 503.312704 504.132448 504.951414 505.769525 506.586697
#> [289] 507.402843 508.217873 509.031691 509.844197 510.655289 511.464857
#> [295] 512.272791 513.078973 513.883282 514.685594 515.485779 516.283703
#> [301] 517.079229 517.872214 518.662511 519.449971 520.234437 521.015751
#> [307] 521.793749 522.568263 523.339122 524.106149 524.869164 525.627983
#> [313] 526.382417 527.132275 527.877360 528.617471 529.352405 530.081953
#> [319] 530.805905 531.524043 532.236150 532.942002 533.641373 534.334033
#> [325] 535.019748 535.698283 536.369398 537.032848 537.688388 538.335769
#> [331] 538.974739 539.605041 540.226419 540.838612 541.441356 542.034385
#> [337] 542.617432 543.190226 543.752494 544.303962 544.844352 545.373385
#> [343] 545.890782 546.396260 546.889534 547.370321 547.838333 548.293282
#> [349] 548.734879 549.162834 549.576858 549.976657 550.361940 550.732415
#> [355] 551.087787 551.427765 551.752055 552.060362 552.352396 552.627861
#> [361] 552.886467 553.127921 553.351933 553.558211 553.746466 553.916411
#> [367] 554.067758 554.200222 554.313519 554.407366 554.481482 554.535590
#> [373] 554.569412 554.582673 554.575103 554.546431 554.496390 554.424715
#> [379] 554.331147 554.215426 554.077296 553.916507 553.732809 553.525958
#> [385] 553.295712 553.041833 552.764088 552.462248 552.136087 551.785384
#> [391] 551.409922 551.009489 550.583877 550.132883 549.656311 549.153966
#> [397] 548.625661 548.071213 547.490444 546.883184 546.249265 545.588526
#> [403] 544.900813 544.185975 543.443870 542.674359 541.877312 541.052602
#> [409] 540.200111 539.319726 538.411340 537.474853 536.510172 535.517209
#> [415] 534.495884 533.446124 532.367860 531.261034 530.125591 528.961485
#> [421] 527.768677 526.547134 525.296829 524.017745 522.709871 521.373200
#> [427] 520.007737 518.613491 517.190478 515.738723 514.258258 512.749119
#> [433] 511.211354 509.645014 508.050159 506.426857 504.775181 503.095213
#> [439] 501.387041 499.650761 497.886474 496.094291 494.274327 492.426707
#> [445] 490.551561 488.649025 486.719243 484.762368 482.778555 480.767969
#> [451] 478.730781 476.667168 474.577314 472.461408 470.319648 468.152236
#> [457] 465.959381 463.741298 461.498207 459.230336 456.937918 454.621191
#> [463] 452.280398 449.915790 447.527622 445.116155 442.681653 440.224387
#> [469] 437.744635 435.242675 432.718795 430.173283 427.606435 425.018551
#> [475] 422.409933 419.780889 417.131731 414.462776 411.774341 409.066752
#> [481] 406.340334 403.595417 400.832336 398.051427 395.253029 392.437486
#> [487] 389.605142 386.756345 383.891445 381.010796 378.114752 375.203669
#> [493] 372.277907 369.337826 366.383788 363.416156 360.435296 357.441573
#> [499] 354.435354 351.417007 348.386900 345.345404 342.292887 339.229720
#> [505] 336.156271 333.072913 329.980013 326.877943 323.767071 320.647766
#> [511] 317.520396 314.385328 311.242929 308.093563 304.937594 301.775386
#> [517] 298.607298 295.433690 292.254920 289.071344 285.883314 282.691184
#> [523] 279.495301 276.296013 273.093664 269.888597 266.681149 263.471658
#> [529] 260.260455 257.047873 253.834237 250.619870 247.405094 244.190226
#> [535] 240.975577 237.761459 234.548176 231.336030 228.125320 224.916339
#> [541] 221.709376 218.504718 215.302646 212.103437 208.907362 205.714691
#> [547] 202.525685 199.340605 196.159704 192.983231 189.811431 186.644543
#> [553] 183.482803 180.326439 177.175676 174.030735 170.891829 167.759169
#> [559] 164.632957 161.513394 158.400673 155.294983 152.196507 149.105423
#> [565] 146.021903 142.946115 139.878222 136.818380 133.766739 130.723447
#> [571] 127.688644 124.662465 121.645040 118.636493 115.636945 112.646509
#> [577] 109.665294 106.693403 103.730934 100.777981 97.834631 94.900967
#> [583] 91.977066 89.063001 86.158838 83.264641 80.380466 77.506365
#> [589] 74.642387 71.788573 68.944961 66.111585 63.288472 60.475647
#> [595] 57.673128 54.880929 52.099061 49.327529 46.566335 43.815476
#> [601] 41.074944 38.344728 35.624812 32.915178 30.215802 27.526656
#> [607] 24.847710 22.178929 19.520274 16.871705 14.233175 11.604636
#> [613] 8.986036 6.377319 3.778428 1.189302 -1.390125 -3.959919
#> [619] -6.520151 -9.070892 -11.612218 -14.144207 -16.666940 -19.180497
#> [625] -21.684965 -24.180431 -26.666983 -29.144711 -31.613711 -34.074074
#> [631] -36.525900 -38.969284 -41.404327 -43.831130 -46.249796 -48.660427
#> [637] -51.063128 -53.458006 -55.845168 -58.224720 -60.596773 -62.961435
#> [643] -65.318816 -67.669027 -70.012179 -72.348384 -74.677753 -77.000400
#> [649] -79.316435 -81.625971 -83.929122 -86.225998 -88.516713 -90.801379
#> [655] -93.080106 -95.353008 -97.620194 -99.881775 -102.137861 -104.388561
#> [661] -106.633984 -108.874238 -111.109429 -113.339665 -115.565050 -117.785688
#> [667] -120.001682 -122.213135 -124.420148 -126.622819 -128.821249 -131.015533
#> [673] -133.205767 -135.392046 -137.574463 -139.753109 -141.928074 -144.099446
#> [679] -146.267312 -148.431757 -150.592865 -152.750717 -154.905393 -157.056971
#> [685] -159.205527 -161.351137 -163.493873 -165.633805 -167.771003 -169.905534
#> [691] -172.037462 -174.166852 -176.293764 -178.418257 -180.540389 -182.660215
#> [697] -184.777788 -186.893160 -189.006380 -191.117495 -193.226550 -195.333589
#> [703] -197.438654 -199.541782 -201.643012 -203.742378 -205.839914 -207.935652
#> [709] -210.029620 -212.121845 -214.212354 -216.301169 -218.388313 -220.473804
#> [715] -222.557660 -224.639898 -226.720531 -228.799571 -230.877029 -232.952912
#> [721] -235.027229 -237.099984 -239.171180 -241.240820 -243.308902 -245.375425
#> [727] -247.440386 -249.503780 -251.565601 -253.625840 -255.684489 -257.741536
#> [733] -259.796969 -261.850774 -263.902937 -265.953440 -268.002267 -270.049397
#> [739] -272.094812 -274.138490 -276.180408 -278.220543 -280.258870 -282.295363
#> [745] -284.329996 -286.362740 -288.393568 -290.422450 -292.449356 -294.474253
#> [751] -296.497111 -298.517897 -300.536577 -302.553118 -304.567484 -306.579640
#> [757] -308.589551 -310.597180 -312.602491 -314.605445 -316.606006 -318.604135
#> [763] -320.599794 -322.592944 -324.583547 -326.571562 -328.556951 -330.539674
#> [769] -332.519691 -334.496962 -336.471447 -338.443107 -340.411902 -342.377791
#> [775] -344.340734 -346.300693 -348.257626 -350.211494 -352.162259 -354.109879
#> [781] -356.054318 -357.995535 -359.933492 -361.868151 -363.799473 -365.727422
#> [787] -367.651959 -369.573048 -371.490652 -373.404735 -375.315262 -377.222196
#> [793] -379.125504 -381.025150 -382.921100 -384.813323 -386.701783 -388.586450
#> [799] -390.467292 -392.344276 -394.217373 -396.086552 -397.951784 -399.813040
#> [805] -401.670292 -403.523511 -405.372671 -407.217746 -409.058708 -410.895534
#> [811] -412.728199 -414.556677 -416.380948 -418.200986 -420.016771 -421.828281
#> [817] -423.635496 -425.438394 -427.236957 -429.031165 -430.821001 -432.606447
#> [823] -434.387486 -436.164101 -437.936276 -439.703997 -441.467248 -443.226017
#> [829] -444.980289 -446.730051 -448.475292 -450.216000 -451.952163 -453.683771
#> [835] -455.410813 -457.133282 -458.851166 -460.564458 -462.273150 -463.977234
#> [841] -465.676704 -467.371551 -469.061772 -470.747358 -472.428307 -474.104611
#> [847] -475.776267 -477.443272 -479.105620 -480.763309 -482.416335 -484.064697
#> [853] -485.708391 -487.347415 -488.981769 -490.611449 -492.236456 -493.856787
#> [859] -495.472443 -497.083423 -498.689726 -500.291353 -501.888304 -503.480578
#> [865] -505.068177 -506.651102 -508.229352 -509.802929 -511.371834 -512.936068
#> [871] -514.495633 -516.050530 -517.600759 -519.146324 -520.687225 -522.223464
#> [877] -523.755042 -525.281963 -526.804226 -528.321835 -529.834790 -531.343093
#> [883] -532.846748 -534.345754 -535.840114 -537.329830 -538.814903 -540.295336
#> [889] -541.771129 -543.242284 -544.708803 -546.170688 -547.627939 -549.080558
#> [895] -550.528548 -551.971907 -553.410639 -554.844744 -556.274224 -557.699078
#> [901] -559.119309 -560.534917 -561.945903 -563.352267 -564.754011 -566.151134
#> [907] -567.543638 -568.931523 -570.314790 -571.693438 -573.067469 -574.436882
#> [913] -575.801677 -577.161856 -578.517418 -579.868363 -581.214691 -582.556403
#> [919] -583.893499 -585.225978 -586.553841 -587.877088 -589.195720 -590.509735
#> [925] -591.819135 -593.123919 -594.424088 -595.719643 -597.010582 -598.296908
#> [931] -599.578621 -600.855720 -602.128207 -603.396083 -604.659348 -605.918003
#> [937] -607.172051 -608.421491 -609.666326 -610.906556 -612.142185 -613.373213
#> [943] -614.599644 -615.821478 -617.038719 -618.251370 -619.459434 -620.662913
#> [949] -621.861812 -623.056134 -624.245882 -625.431062 -626.611678 -627.787735
#> [955] -628.959238 -630.126191 -631.288602 -632.446477 -633.599820 -634.748641
#> [961] -635.892945 -637.032740 -638.168034 -639.298835 -640.425152 -641.546995
#> [967] -642.664371 -643.777292 -644.885767 -645.989808 -647.089424 -648.184629
#> [973] -649.275433 -650.361849 -651.443890 -652.521570 -653.594901 -654.663899
#> [979] -655.728578 -656.788953 -657.845039 -658.896854 -659.944413 -660.987733
#> [985] -662.026832 -663.061729 -664.092441 -665.118987 -666.141387 -667.159661
#> [991] -668.173829 -669.183913 -670.189932 -671.191911 -672.189870 -673.183832
#> [997] -674.173821 -675.159861 -676.141975 -677.120189
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_epochs[[3]]
#> [1] 453.78440259 454.54466863 455.30788769 456.07412807 456.84345559
#> [6] 457.61593357 458.39162279 459.17058149 459.95286534 460.73852740
#> [11] 461.52761816 462.32018547 463.11627456 463.91592802 464.71918578
#> [16] 465.52608514 466.33666070 467.15094443 467.96896563 468.79075093
#> [21] 469.61632427 470.44570698 471.27891770 472.11597243 472.95688453
#> [26] 473.80166475 474.65032120 475.50285939 476.35928227 477.21959020
#> [31] 478.08378098 478.95184991 479.82378976 480.69959082 481.57924095
#> [36] 482.46272554 483.35002760 484.24112776 485.13600432 486.03463327
#> [41] 486.93698832 487.84304095 488.75276044 489.66611391 490.58306634
#> [46] 491.50358067 492.42761777 493.35513654 494.28609390 495.22044491
#> [51] 496.15814274 497.09913878 498.04338264 498.99082224 499.94140386
#> [56] 500.89507214 501.85177020 502.81143966 503.77402071 504.73945214
#> [61] 505.70767142 506.67861477 507.65221717 508.62841247 509.60713343
#> [66] 510.58831177 511.57187824 512.55776269 513.54589411 514.53620071
#> [71] 515.52860998 516.52304874 517.51944322 518.51771911 519.51780163
#> [76] 520.51961561 521.52308550 522.52813550 523.53468957 524.54267154
#> [81] 525.55200514 526.56261405 527.57442204 528.58735292 529.60133071
#> [86] 530.61627964 531.63212420 532.64878928 533.66620014 534.68428253
#> [91] 535.70296272 536.72216760 537.74182467 538.76186216 539.78220909
#> [96] 540.80279526 541.82355140 542.84440913 543.86530109 544.88616097
#> [101] 545.90692355 546.92752476 547.94790173 548.96799286 549.98773783
#> [106] 551.00707768 552.02595486 553.04431324 554.06209820 555.07925663
#> [111] 556.09573701 557.11148941 558.12646559 559.14061896 560.15390469
#> [116] 561.16627971 562.17770272 563.18813427 564.19753678 565.20587455
#> [121] 566.21311378 567.21922265 568.22417128 569.22793178 570.23047831
#> [126] 571.23178701 572.23183612 573.23060593 574.22807879 575.22423917
#> [131] 576.21907366 577.21257094 578.20472181 579.19551923 580.18495828
#> [136] 581.17303616 582.15975224 583.14510800 584.12910706 585.11175519
#> [141] 586.09306025 587.07303223 588.05168323 589.02902742 590.00508107
#> [146] 590.97986249 591.95339206 592.92569216 593.89678719 594.86670352
#> [151] 595.83546948 596.80311531 597.76967319 598.73517713 599.69966300
#> [156] 600.66316845 601.62573294 602.58739762 603.54820535 604.50820064
#> [161] 605.46742960 606.42593991 607.38378078 608.34100288 609.29765829
#> [166] 610.25380050 611.20948427 612.16476567 613.11970197 614.07435157
#> [171] 615.02877401 615.98302982 616.93718056 617.89128866 618.84541742
#> [176] 619.79963094 620.75399402 621.70857213 622.66343131 623.61863814
#> [181] 624.57425962 625.53036315 626.48701642 627.44428736 628.40224403
#> [186] 629.36095460 630.32048723 631.28091002 632.24229089 633.20469757
#> [191] 634.16819745 635.13285756 636.09874445 637.06592413 638.03446197
#> [196] 639.00442264 639.97587002 640.94886713 641.92347600 642.89975767
#> [201] 643.87777202 644.85757776 645.83923229 646.82279165 647.80831045
#> [206] 648.79584174 649.78543698 650.77714592 651.77101654 652.76709495
#> [211] 653.76542535 654.76604989 655.76900862 656.77433944 657.78207798
#> [216] 658.79225751 659.80490893 660.82006062 661.83773840 662.85796547
#> [221] 663.88076231 664.90614659 665.93413316 666.96473393 667.99795779
#> [226] 669.03381060 670.07229507 671.11341072 672.15715380 673.20351725
#> [231] 674.25249061 675.30405998 676.35820797 677.41491361 678.47415234
#> [236] 679.53589590 680.60011234 681.66676592 682.73581711 683.80722249
#> [241] 684.88093476 685.95690264 687.03507089 688.11538022 689.19776731
#> [246] 690.28216470 691.36850085 692.45670002 693.54668231 694.63836361
#> [251] 695.73165555 696.82646555 697.92269672 699.02024791 700.11901364
#> [256] 701.21888414 702.31974532 703.42147875 704.52396167 705.62706699
#> [261] 706.73066329 707.83461483 708.93878153 710.04301901 711.14717858
#> [266] 712.25110726 713.35464780 714.45763870 715.55991422 716.66130441
#> [271] 717.76163515 718.86072816 719.95840102 721.05446725 722.14873629
#> [276] 723.24101359 724.33110062 725.41879491 726.50389013 727.58617610
#> [281] 728.66543887 729.74146076 730.81402041 731.88289287 732.94784963
#> [286] 734.00865867 735.06508457 736.11688856 737.16382858 738.20565936
#> [291] 739.24213249 740.27299650 741.29799695 742.31687649 743.32937498
#> [296] 744.33522951 745.33417456 746.32594204 747.31026141 748.28685976
#> [301] 749.25546189 750.21579046 751.16756600 752.11050712 753.04433051
#> [306] 753.96875110 754.88348217 755.78823542 756.68272109 757.56664811
#> [311] 758.43972414 759.30165575 760.15214849 760.99090700 761.81763518
#> [316] 762.63203624 763.43381285 764.22266726 764.99830143 765.76041711
#> [321] 766.50871599 767.24289984 767.96267057 768.66773044 769.35778209
#> [326] 770.03252874 770.69167427 771.33492336 771.96198161 772.57255568
#> [331] 773.16635338 773.74308384 774.30245759 774.84418671 775.36798498
#> [336] 775.87356794 776.36065305 776.82895985 777.27821001 777.70812750
#> [341] 778.11843870 778.50887254 778.87916058 779.22903717 779.55823955
#> [346] 779.86650798 780.15358583 780.41921973 780.66315968 780.88515915
#> [351] 781.08497520 781.26236858 781.41710386 781.54894956 781.65767819
#> [356] 781.74306641 781.80489513 781.84294959 781.85701950 781.84689909
#> [361] 781.81238725 781.75328761 781.66940863 781.56056369 781.42657121
#> [366] 781.26725471 781.08244289 780.87196975 780.63567464 780.37340235
#> [371] 780.08500319 779.77033307 779.42925357 779.06163199 778.66734148
#> [376] 778.24626101 777.79827553 777.32327598 776.82115935 776.29182875
#> [381] 775.73519345 775.15116897 774.53967705 773.90064579 773.23400962
#> [386] 772.53970937 771.81769231 771.06791218 770.29032923 769.48491022
#> [391] 768.65162849 767.79046394 766.90140310 765.98443910 765.03957172
#> [396] 764.06680737 763.06615914 762.03764677 760.98129667 759.89714194
#> [401] 758.78522233 757.64558425 756.47828078 755.28337163 754.06092317
#> [406] 752.81100836 751.53370677 750.22910454 748.89729438 747.53837550
#> [411] 746.15245362 744.73964093 743.30005602 741.83382389 740.34107590
#> [416] 738.82194968 737.27658915 735.70514442 734.10777177 732.48463358
#> [421] 730.83589829 729.16174030 727.46233997 725.73788352 723.98856296
#> [426] 722.21457602 720.41612612 718.59342224 716.74667889 714.87611600
#> [431] 712.98195885 711.06443802 709.12378925 707.16025339 705.17407633
#> [436] 703.16550886 701.13480661 699.08222995 697.00804390 694.91251803
#> [441] 692.79592636 690.65854726 688.50066336 686.32256140 684.12453222
#> [446] 681.90687054 679.66987493 677.41384770 675.13909474 672.84592544
#> [451] 670.53465260 668.20559228 665.85906369 663.49538909 661.11489370
#> [456] 658.71790549 656.30475518 653.87577604 651.43130380 648.97167654
#> [461] 646.49723454 644.00832018 641.50527784 638.98845374 636.45819582
#> [466] 633.91485366 631.35877833 628.79032225 626.20983911 623.61768372
#> [471] 621.01421188 618.39978030 615.77474645 613.13946842 610.49430485
#> [476] 607.83961476 605.17575747 602.50309245 599.82197923 597.13277724
#> [481] 594.43584574 591.73154370 589.02022963 586.30226152 583.57799671
#> [486] 580.84779178 578.11200243 575.37098337 572.62508821 569.87466936
#> [491] 567.12007792 564.36166356 561.59977444 558.83475708 556.06695627
#> [496] 553.29671497 550.52437422 547.75027302 544.97474825 542.19813457
#> [501] 539.42076431 536.64296743 533.86507136 531.08740097 528.31027846
#> [506] 525.53402327 522.75895200 519.98537833 517.21361297 514.44396352
#> [511] 511.67673445 508.91222702 506.15073916 503.39256546 500.63799708
#> [516] 497.88732169 495.14082337 492.39878261 489.66147620 486.92917720
#> [521] 484.20215487 481.48067464 478.76499802 476.05538260 473.35208194
#> [526] 470.65534560 467.96541903 465.28254359 462.60695645 459.93889060
#> [531] 457.27857480 454.62623355 451.98208705 449.34635120 446.71923754
#> [536] 444.10095324 441.49170110 438.89167948 436.30108235 433.72009922
#> [541] 431.14891515 428.58771073 426.03666209 423.49594086 420.96571420
#> [546] 418.44614478 415.93739076 413.43960584 410.95293921 408.47753560
#> [551] 406.01353523 403.56107389 401.12028289 398.69128911 396.27421497
#> [556] 393.86917850 391.47629332 389.09566868 386.72740945 384.37161617
#> [561] 382.02838508 379.69780810 377.37997291 375.07496294 372.78285743
#> [566] 370.50373142 368.23765584 365.98469749 363.74491909 361.51837934
#> [571] 359.30513292 357.10523057 354.91871910 352.74564142 350.58603662
#> [576] 348.43994000 346.30738309 344.18839373 342.08299608 339.99121070
#> [581] 337.91305459 335.84854122 333.79768059 331.76047928 329.73694053
#> [586] 327.72706423 325.73084702 323.74828233 321.77936044 319.82406850
#> [591] 317.88239064 315.95430799 314.03979871 312.13883811 310.25139866
#> [596] 308.37745005 306.51695927 304.66989062 302.83620582 301.01586405
#> [601] 299.20882197 297.41503384 295.63445152 293.86702457 292.11270027
#> [606] 290.37142370 288.64313781 286.92778344 285.22529939 283.53562251
#> [611] 281.85868769 280.19442799 278.54277463 276.90365710 275.27700317
#> [616] 273.66273898 272.06078907 270.47107644 268.89352262 267.32804770
#> [621] 265.77457039 264.23300808 262.70327689 261.18529171 259.67896625
#> [626] 258.18421311 256.70094382 255.22906887 253.76849779 252.31913917
#> [631] 250.88090072 249.45368932 248.03741106 246.63197127 245.23727459
#> [636] 243.85322500 242.47972587 241.11667999 239.76398961 238.42155651
#> [641] 237.08928199 235.76706695 234.45481192 233.15241708 231.85978232
#> [646] 230.57680725 229.30339126 228.03943353 226.78483310 225.53948885
#> [651] 224.30329957 223.07616399 221.85798080 220.64864866 219.44806628
#> [656] 218.25613240 217.07274583 215.89780549 214.73121041 213.57285979
#> [661] 212.42265298 211.28048956 210.14626930 209.01989222 207.90125861
#> [666] 206.79026901 205.68682430 204.59082566 203.50217462 202.42077303
#> [671] 201.34652316 200.27932763 199.21908947 198.16571214 197.11909952
#> [676] 196.07915594 195.04578616 194.01889545 192.99838954 191.98417463
#> [681] 190.97615746 189.97424525 188.97834575 187.98836725 187.00421854
#> [686] 186.02580900 185.05304853 184.08584759 183.12411722 182.16776902
#> [691] 181.21671515 180.27086838 179.33014203 178.39445003 177.46370689
#> [696] 176.53782774 175.61672826 174.70032477 173.78853419 172.88127401
#> [701] 171.97846237 171.08001799 170.18586021 169.29590897 168.41008483
#> [706] 167.52830895 166.65050310 165.77658969 164.90649169 164.04013272
#> [711] 163.17743699 162.31832933 161.46273516 160.61058054 159.76179209
#> [716] 158.91629707 158.07402333 157.23489933 156.39885411 155.56581733
#> [721] 154.73571924 153.90849068 153.08406310 152.26236853 151.44333958
#> [726] 150.62690948 149.81301201 149.00158157 148.19255312 147.38586222
#> [731] 146.58144500 145.77923817 144.97917903 144.18120544 143.38525584
#> [736] 142.59126925 141.79918526 141.00894404 140.22048631 139.43375338
#> [741] 138.64868712 137.86522996 137.08332492 136.30291557 135.52394604
#> [746] 134.74636105 133.97010586 133.19512631 132.42136881 131.64878031
#> [751] 130.87730836 130.10690105 129.33750705 128.56907558 127.80155645
#> [756] 127.03490001 126.26905722 125.50397956 124.73961912 123.97592854
#> [761] 123.21286103 122.45037039 121.68841099 120.92693776 120.16590624
#> [766] 119.40527251 118.64499326 117.88502576 117.12532786 116.36585798
#> [771] 115.60657515 114.84743899 114.08840970 113.32944808 112.57051551
#> [776] 111.81157401 111.05258615 110.29351513 109.53432476 108.77497943
#> [781] 108.01544416 107.25568456 106.49566688 105.73535797 104.97472527
#> [786] 104.21373689 103.45236151 102.69056846 101.92832769 101.16560976
#> [791] 100.40238587 99.63862785 98.87430813 98.10939981 97.34387659
#> [796] 96.57771281 95.81088346 95.04336415 94.27513110 93.50616121
#> [801] 92.73643199 91.96592157 91.19460874 90.42247292 89.64949416
#> [806] 88.87565313 88.10093115 87.32531017 86.54877276 85.77130212
#> [811] 84.99288209 84.21349712 83.43313230 82.65177331 81.86940647
#> [816] 81.08601873 80.30159762 79.51613129 78.72960851 77.94201862
#> [821] 77.15335159 76.36359797 75.57274888 74.78079605 73.98773179
#> [826] 73.19354894 72.39824096 71.60180184 70.80422613 70.00550894
#> [831] 69.20564589 68.40463317 67.60246748 66.79914604 65.99466657
#> [836] 65.18902732 64.38222701 63.57426486 62.76514056 61.95485426
#> [841] 61.14340659 60.33079860 59.51703180 58.70210813 57.88602992
#> [846] 57.06879994 56.25042133 55.43089764 54.61023276 53.78843097
#> [851] 52.96549689 52.14143547 51.31625199 50.48995205 49.66254155
#> [856] 48.83402666 48.00441384 47.17370982 46.34192154 45.50905622
#> [861] 44.67512127 43.84012433 43.00407320 42.16697590 41.32884060
#> [866] 40.48967559 39.64948935 38.80829045 37.96608758 37.12288951
#> [871] 36.27870511 35.43354331 34.58741308 33.74032343 32.89228341
#> [876] 32.04330206 31.19338841 30.34255149 29.49080029 28.63814372
#> [881] 27.78459067 26.93014994 26.07483022 25.21864011 24.36158810
#> [886] 23.50368253 22.64493161 21.78534339 20.92492573 20.06368634
#> [891] 19.20163270 18.33877211 17.47511161 16.61065805 15.74541801
#> [896] 14.87939782 14.01260354 13.14504095 12.27671555 11.40763254
#> [901] 10.53779679 9.66721287 8.79588503 7.92381715 7.05101280
#> [906] 6.17747517 5.30320710 4.42821105 3.55248911 2.67604299
#> [911] 1.79887400 0.92098305 0.04237066 -0.83696307 -1.71701845
#> [916] -2.59779619 -3.47929745 -4.36152379 -5.24447721 -6.12816014
#> [921] -7.01257544 -7.89772641 -8.78361677 -9.67025068 -10.55763276
#> [926] -11.44576804 -12.33466200 -13.22432054 -14.11475001 -15.00595719
#> [931] -15.89794927 -16.79073388 -17.68431909 -18.57871335 -19.47392555
#> [936] -20.36996499 -21.26684136 -22.16456477 -23.06314569 -23.96259501
#> [941] -24.86292397 -25.76414420 -26.66626769 -27.56930678 -28.47327415
#> [946] -29.37818282 -30.28404616 -31.19087781 -32.09869176 -33.00750226
#> [951] -33.91732387 -34.82817141 -35.74005996 -36.65300485 -37.56702164
#> [956] -38.48212611 -39.39833425 -40.31566225 -41.23412647 -42.15374344
#> [961] -43.07452982 -43.99650245 -44.91967824 -45.84407422 -46.76970753
#> [966] -47.69659536 -48.62475494 -49.55420357 -50.48495854 -51.41703718
#> [971] -52.35045677 -53.28523458 -54.22138782 -55.15893364 -56.09788911
#> [976] -57.03827117 -57.98009668 -58.92338232 -59.86814464 -60.81439999
#> [981] -61.76216455 -62.71145426 -63.66228484 -64.61467176 -65.56863020
#> [986] -66.52417508 -67.48132098 -68.44008217 -69.40047258 -70.36250575
#> [991] -71.32619485 -72.29155265 -73.25859149 -74.22732328 -75.19775946
#> [996] -76.16991099 -77.14378836 -78.11940151 -79.09675988 -80.07587235
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_epochs[[4]]
#> [1] -348.6058 -348.9136 -349.2175 -349.5177 -349.8140 -350.1064 -350.3949
#> [8] -350.6795 -350.9602 -351.2370 -351.5099 -351.7788 -352.0437 -352.3046
#> [15] -352.5616 -352.8146 -353.0635 -353.3085 -353.5495 -353.7864 -354.0193
#> [22] -354.2482 -354.4730 -354.6938 -354.9106 -355.1233 -355.3320 -355.5367
#> [29] -355.7373 -355.9340 -356.1265 -356.3151 -356.4997 -356.6803 -356.8568
#> [36] -357.0294 -357.1981 -357.3627 -357.5234 -357.6802 -357.8331 -357.9821
#> [43] -358.1271 -358.2683 -358.4057 -358.5392 -358.6689 -358.7949 -358.9170
#> [50] -359.0355 -359.1502 -359.2612 -359.3686 -359.4723 -359.5724 -359.6690
#> [57] -359.7620 -359.8515 -359.9375 -360.0200 -360.0992 -360.1749 -360.2474
#> [64] -360.3165 -360.3823 -360.4449 -360.5044 -360.5606 -360.6138 -360.6639
#> [71] -360.7110 -360.7551 -360.7962 -360.8345 -360.8699 -360.9025 -360.9323
#> [78] -360.9595 -360.9839 -361.0058 -361.0251 -361.0419 -361.0562 -361.0681
#> [85] -361.0776 -361.0849 -361.0898 -361.0926 -361.0932 -361.0917 -361.0882
#> [92] -361.0826 -361.0751 -361.0658 -361.0546 -361.0416 -361.0269 -361.0105
#> [99] -360.9925 -360.9729 -360.9519 -360.9294 -360.9055 -360.8803 -360.8538
#> [106] -360.8261 -360.7972 -360.7672 -360.7361 -360.7040 -360.6710 -360.6371
#> [113] -360.6023 -360.5668 -360.5306 -360.4936 -360.4561 -360.4179 -360.3793
#> [120] -360.3402 -360.3007 -360.2608 -360.2206 -360.1802 -360.1395 -360.0987
#> [127] -360.0578 -360.0169 -359.9759 -359.9350 -359.8941 -359.8534 -359.8129
#> [134] -359.7726 -359.7325 -359.6928 -359.6534 -359.6144 -359.5758 -359.5377
#> [141] -359.5002 -359.4632 -359.4267 -359.3909 -359.3558 -359.3214 -359.2877
#> [148] -359.2547 -359.2226 -359.1913 -359.1608 -359.1312 -359.1026 -359.0748
#> [155] -359.0481 -359.0223 -358.9976 -358.9739 -358.9512 -358.9296 -358.9092
#> [162] -358.8898 -358.8715 -358.8544 -358.8385 -358.8237 -358.8101 -358.7977
#> [169] -358.7865 -358.7765 -358.7678 -358.7602 -358.7539 -358.7488 -358.7449
#> [176] -358.7422 -358.7408 -358.7406 -358.7416 -358.7439 -358.7473 -358.7519
#> [183] -358.7578 -358.7648 -358.7729 -358.7823 -358.7927 -358.8043 -358.8170
#> [190] -358.8308 -358.8457 -358.8616 -358.8786 -358.8965 -358.9155 -358.9354
#> [197] -358.9562 -358.9779 -359.0005 -359.0240 -359.0482 -359.0733 -359.0990
#> [204] -359.1255 -359.1527 -359.1805 -359.2090 -359.2379 -359.2674 -359.2974
#> [211] -359.3279 -359.3587 -359.3899 -359.4214 -359.4532 -359.4851 -359.5173
#> [218] -359.5496 -359.5820 -359.6144 -359.6468 -359.6791 -359.7112 -359.7433
#> [225] -359.7751 -359.8066 -359.8377 -359.8685 -359.8989 -359.9288 -359.9581
#> [232] -359.9868 -360.0148 -360.0422 -360.0688 -360.0945 -360.1193 -360.1433
#> [239] -360.1662 -360.1881 -360.2088 -360.2284 -360.2468 -360.2638 -360.2796
#> [246] -360.2940 -360.3069 -360.3183 -360.3281 -360.3363 -360.3429 -360.3477
#> [253] -360.3508 -360.3520 -360.3514 -360.3488 -360.3442 -360.3376 -360.3289
#> [260] -360.3181 -360.3051 -360.2898 -360.2723 -360.2524 -360.2302 -360.2056
#> [267] -360.1785 -360.1489 -360.1167 -360.0820 -360.0447 -360.0047 -359.9620
#> [274] -359.9166 -359.8684 -359.8175 -359.7637 -359.7070 -359.6475 -359.5851
#> [281] -359.5197 -359.4514 -359.3802 -359.3059 -359.2286 -359.1483 -359.0650
#> [288] -358.9786 -358.8891 -358.7965 -358.7009 -358.6022 -358.5003 -358.3954
#> [295] -358.2874 -358.1763 -358.0621 -357.9448 -357.8245 -357.7011 -357.5746
#> [302] -357.4451 -357.3125 -357.1770 -357.0385 -356.8970 -356.7526 -356.6052
#> [309] -356.4550 -356.3019 -356.1461 -355.9874 -355.8260 -355.6618 -355.4951
#> [316] -355.3256 -355.1537 -354.9792 -354.8022 -354.6228 -354.4410 -354.2569
#> [323] -354.0706 -353.8820 -353.6914 -353.4986 -353.3039 -353.1073 -352.9088
#> [330] -352.7085 -352.5065 -352.3029 -352.0977 -351.8911 -351.6831 -351.4738
#> [337] -351.2632 -351.0516 -350.8389 -350.6253 -350.4108 -350.1956 -349.9798
#> [344] -349.7634 -349.5465 -349.3293 -349.1118 -348.8943 -348.6766 -348.4591
#> [351] -348.2418 -348.0248 -347.8081 -347.5921 -347.3766 -347.1620 -346.9482
#> [358] -346.7354 -346.5237 -346.3133 -346.1043 -345.8967 -345.6908 -345.4866
#> [365] -345.2843 -345.0840 -344.8858 -344.6898 -344.4962 -344.3052 -344.1168
#> [372] -343.9311 -343.7484 -343.5687 -343.3921 -343.2189 -343.0491 -342.8828
#> [379] -342.7203 -342.5615 -342.4068 -342.2561 -342.1097 -341.9676 -341.8300
#> [386] -341.6971 -341.5689 -341.4455 -341.3272 -341.2141 -341.1062 -341.0037
#> [393] -340.9068 -340.8155 -340.7301 -340.6505 -340.5770 -340.5097 -340.4486
#> [400] -340.3940 -340.3459 -340.3044 -340.2698 -340.2420 -340.2213 -340.2076
#> [407] -340.2013 -340.2022 -340.2107 -340.2267 -340.2505 -340.2820 -340.3214
#> [414] -340.3688 -340.4244 -340.4882 -340.5602 -340.6407 -340.7297 -340.8273
#> [421] -340.9335 -341.0486 -341.1725 -341.3054 -341.4473 -341.5984 -341.7586
#> [428] -341.9281 -342.1070 -342.2953 -342.4931 -342.7005 -342.9175 -343.1443
#> [435] -343.3808 -343.6271 -343.8833 -344.1494 -344.4256 -344.7117 -345.0080
#> [442] -345.3144 -345.6310 -345.9578 -346.2949 -346.6423 -347.0000 -347.3681
#> [449] -347.7466 -348.1355 -348.5348 -348.9446 -349.3649 -349.7957 -350.2370
#> [456] -350.6888 -351.1512 -351.6241 -352.1076 -352.6016 -353.1061 -353.6212
#> [463] -354.1468 -354.6830 -355.2297 -355.7868 -356.3545 -356.9326 -357.5212
#> [470] -358.1202 -358.7296 -359.3493 -359.9794 -360.6198 -361.2705 -361.9314
#> [477] -362.6025 -363.2837 -363.9751 -364.6765 -365.3879 -366.1092 -366.8405
#> [484] -367.5815 -368.3324 -369.0930 -369.8633 -370.6431 -371.4325 -372.2313
#> [491] -373.0395 -373.8570 -374.6838 -375.5197 -376.3646 -377.2186 -378.0815
#> [498] -378.9532 -379.8337 -380.7228 -381.6205 -382.5266 -383.4411 -384.3639
#> [505] -385.2948 -386.2339 -387.1809 -388.1358 -389.0984 -390.0687 -391.0466
#> [512] -392.0319 -393.0246 -394.0244 -395.0314 -396.0454 -397.0663 -398.0939
#> [519] -399.1281 -400.1689 -401.2161 -402.2696 -403.3292 -404.3949 -405.4665
#> [526] -406.5438 -407.6269 -408.7154 -409.8094 -410.9086 -412.0129 -413.1223
#> [533] -414.2365 -415.3555 -416.4791 -417.6072 -418.7396 -419.8762 -421.0169
#> [540] -422.1615 -423.3099 -424.4619 -425.6175 -426.7765 -427.9387 -429.1040
#> [547] -430.2723 -431.4434 -432.6172 -433.7936 -434.9723 -436.1533 -437.3365
#> [554] -438.5216 -439.7086 -440.8973 -442.0876 -443.2793 -444.4723 -445.6664
#> [561] -446.8616 -448.0576 -449.2544 -450.4518 -451.6496 -452.8478 -454.0461
#> [568] -455.2445 -456.4428 -457.6409 -458.8387 -460.0359 -461.2326 -462.4284
#> [575] -463.6234 -464.8174 -466.0102 -467.2017 -468.3919 -469.5805 -470.7674
#> [582] -471.9525 -473.1358 -474.3169 -475.4959 -476.6727 -477.8470 -479.0188
#> [589] -480.1879 -481.3543 -482.5178 -483.6783 -484.8356 -485.9898 -487.1406
#> [596] -488.2879 -489.4317 -490.5718 -491.7081 -492.8406 -493.9690 -495.0934
#> [603] -496.2135 -497.3294 -498.4408 -499.5478 -500.6502 -501.7479 -502.8408
#> [610] -503.9289 -505.0119 -506.0900 -507.1629 -508.2306 -509.2930 -510.3500
#> [617] -511.4015 -512.4475 -513.4879 -514.5226 -515.5515 -516.5746 -517.5917
#> [624] -518.6029 -519.6080 -520.6070 -521.5998 -522.5864 -523.5667 -524.5407
#> [631] -525.5082 -526.4692 -527.4238 -528.3717 -529.3131 -530.2478 -531.1757
#> [638] -532.0969 -533.0113 -533.9189 -534.8195 -535.7133 -536.6001 -537.4799
#> [645] -538.3527 -539.2184 -540.0771 -540.9287 -541.7731 -542.6104 -543.4405
#> [652] -544.2634 -545.0791 -545.8876 -546.6888 -547.4828 -548.2695 -549.0489
#> [659] -549.8211 -550.5859 -551.3435 -552.0937 -552.8367 -553.5724 -554.3007
#> [666] -555.0218 -555.7355 -556.4420 -557.1412 -557.8331 -558.5177 -559.1951
#> [673] -559.8653 -560.5282 -561.1840 -561.8325 -562.4739 -563.1081 -563.7351
#> [680] -564.3551 -564.9679 -565.5737 -566.1725 -566.7642 -567.3490 -567.9267
#> [687] -568.4976 -569.0616 -569.6186 -570.1689 -570.7123 -571.2490 -571.7790
#> [694] -572.3022 -572.8188 -573.3287 -573.8321 -574.3289 -574.8193 -575.3031
#> [701] -575.7805 -576.2516 -576.7162 -577.1746 -577.6268 -578.0727 -578.5124
#> [708] -578.9460 -579.3736 -579.7951 -580.2106 -580.6202 -581.0238 -581.4216
#> [715] -581.8136 -582.1999 -582.5804 -582.9553 -583.3245 -583.6882 -584.0463
#> [722] -584.3990 -584.7462 -585.0881 -585.4246 -585.7558 -586.0818 -586.4026
#> [729] -586.7182 -587.0287 -587.3342 -587.6347 -587.9302 -588.2207 -588.5064
#> [736] -588.7873 -589.0634 -589.3347 -589.6013 -589.8633 -590.1206 -590.3734
#> [743] -590.6217 -590.8655 -591.1048 -591.3397 -591.5702 -591.7964 -592.0183
#> [750] -592.2360 -592.4494 -592.6587 -592.8638 -593.0649 -593.2618 -593.4547
#> [757] -593.6436 -593.8285 -594.0095 -594.1866 -594.3598 -594.5291 -594.6946
#> [764] -594.8564 -595.0143 -595.1686 -595.3191 -595.4659 -595.6091 -595.7487
#> [771] -595.8846 -596.0170 -596.1458 -596.2710 -596.3927 -596.5109 -596.6257
#> [778] -596.7369 -596.8447 -596.9491 -597.0501 -597.1477 -597.2419 -597.3327
#> [785] -597.4201 -597.5043 -597.5851 -597.6625 -597.7367 -597.8076 -597.8752
#> [792] -597.9395 -598.0005 -598.0583 -598.1128 -598.1641 -598.2122 -598.2570
#> [799] -598.2986 -598.3370 -598.3722 -598.4041 -598.4329 -598.4584 -598.4808
#> [806] -598.4999 -598.5159 -598.5287 -598.5383 -598.5447 -598.5479 -598.5479
#> [813] -598.5447 -598.5384 -598.5289 -598.5162 -598.5003 -598.4812 -598.4590
#> [820] -598.4336 -598.4050 -598.3732 -598.3382 -598.3001 -598.2587 -598.2142
#> [827] -598.1665 -598.1156 -598.0615 -598.0043 -597.9439 -597.8802 -597.8134
#> [834] -597.7434 -597.6703 -597.5939 -597.5144 -597.4316 -597.3457 -597.2567
#> [841] -597.1644 -597.0690 -596.9704 -596.8686 -596.7637 -596.6556 -596.5443
#> [848] -596.4299 -596.3123 -596.1916 -596.0678 -595.9408 -595.8107 -595.6775
#> [855] -595.5411 -595.4016 -595.2591 -595.1134 -594.9647 -594.8128 -594.6579
#> [862] -594.5000 -594.3390 -594.1749 -594.0079 -593.8378 -593.6647 -593.4886
#> [869] -593.3096 -593.1276 -592.9426 -592.7547 -592.5639 -592.3701 -592.1735
#> [876] -591.9740 -591.7717 -591.5665 -591.3585 -591.1476 -590.9340 -590.7176
#> [883] -590.4985 -590.2767 -590.0521 -589.8248 -589.5949 -589.3623 -589.1271
#> [890] -588.8893 -588.6490 -588.4060 -588.1605 -587.9125 -587.6621 -587.4091
#> [897] -587.1537 -586.8959 -586.6357 -586.3732 -586.1083 -585.8410 -585.5715
#> [904] -585.2997 -585.0257 -584.7495 -584.4711 -584.1905 -583.9078 -583.6230
#> [911] -583.3361 -583.0471 -582.7561 -582.4631 -582.1682 -581.8713 -581.5724
#> [918] -581.2717 -580.9691 -580.6647 -580.3585 -580.0504 -579.7406 -579.4291
#> [925] -579.1159 -578.8010 -578.4844 -578.1662 -577.8464 -577.5251 -577.2022
#> [932] -576.8777 -576.5517 -576.2243 -575.8954 -575.5651 -575.2334 -574.9003
#> [939] -574.5658 -574.2300 -573.8928 -573.5544 -573.2147 -572.8738 -572.5316
#> [946] -572.1882 -571.8436 -571.4978 -571.1509 -570.8029 -570.4537 -570.1034
#> [953] -569.7521 -569.3996 -569.0461 -568.6916 -568.3361 -567.9795 -567.6220
#> [960] -567.2634 -566.9039 -566.5434 -566.1820 -565.8197 -565.4564 -565.0922
#> [967] -564.7270 -564.3610 -563.9941 -563.6263 -563.2576 -562.8880 -562.5176
#> [974] -562.1462 -561.7740 -561.4010 -561.0271 -560.6523 -560.2766 -559.9001
#> [981] -559.5227 -559.1445 -558.7654 -558.3854 -558.0045 -557.6228 -557.2402
#> [988] -556.8567 -556.4723 -556.0869 -555.7007 -555.3136 -554.9255 -554.5364
#> [995] -554.1465 -553.7555 -553.3636 -552.9707 -552.5767 -552.1818
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_epochs[[5]]
#> [1] 63.9059720 63.8509381 63.8017535 63.7583803 63.7207783
#> [6] 63.6889054 63.6627173 63.6421674 63.6272072 63.6177860
#> [11] 63.6138510 63.6153474 63.6222184 63.6344051 63.6518466
#> [16] 63.6744801 63.7022408 63.7350619 63.7728748 63.8156090
#> [21] 63.8631921 63.9155499 63.9726063 64.0342836 64.1005021
#> [26] 64.1711807 64.2462363 64.3255843 64.4091384 64.4968108
#> [31] 64.5885121 64.6841512 64.7836357 64.8868717 64.9937637
#> [36] 65.1042152 65.2181278 65.3354023 65.4559378 65.5796324
#> [41] 65.7063829 65.8360851 65.9686333 66.1039212 66.2418410
#> [46] 66.3822842 66.5251413 66.6703018 66.8176543 66.9670866
#> [51] 67.1184859 67.2717384 67.4267297 67.5833449 67.7414682
#> [56] 67.9009835 68.0617740 68.2237227 68.3867120 68.5506239
#> [61] 68.7153401 68.8807422 69.0467115 69.2131289 69.3798756
#> [66] 69.5468323 69.7138801 69.8808997 70.0477722 70.2143788
#> [71] 70.3806007 70.5463195 70.7114170 70.8757753 71.0392770
#> [76] 71.2018051 71.3632430 71.5234747 71.6823848 71.8398585
#> [81] 71.9957817 72.1500410 72.3025239 72.4531186 72.6017142
#> [86] 72.7482008 72.8924696 73.0344125 73.1739228 73.3108947
#> [91] 73.4452238 73.5768067 73.7055414 73.8313272 73.9540648
#> [96] 74.0736562 74.1900049 74.3030159 74.4125959 74.5186529
#> [101] 74.6210968 74.7198389 74.8147924 74.9058722 74.9929950
#> [106] 75.0760794 75.1550457 75.2298163 75.3003153 75.3664691
#> [111] 75.4282059 75.4854560 75.5381518 75.5862277 75.6296205
#> [116] 75.6682689 75.7021141 75.7310992 75.7551699 75.7742740
#> [121] 75.7883617 75.7973854 75.8013001 75.8000630 75.7936338
#> [126] 75.7819746 75.7650501 75.7428271 75.7152753 75.6823666
#> [131] 75.6440757 75.6003796 75.5512578 75.4966927 75.4366689
#> [136] 75.3711737 75.3001970 75.2237314 75.1417717 75.0543158
#> [141] 74.9613638 74.8629187 74.7589857 74.6495730 74.5346911
#> [146] 74.4143534 74.2885754 74.1573757 74.0207750 73.8787970
#> [151] 73.7314674 73.5788150 73.4208707 73.2576680 73.0892430
#> [156] 72.9156341 72.7368824 72.5530310 72.3641257 72.1702147
#> [161] 71.9713484 71.7675796 71.5589633 71.3455570 71.1274202
#> [166] 70.9046146 70.6772043 70.4452553 70.2088358 69.9680162
#> [171] 69.7228686 69.4734673 69.2198887 68.9622107 68.7005134
#> [176] 68.4348786 68.1653899 67.8921326 67.6151937 67.3346618
#> [181] 67.0506271 66.7631814 66.4724178 66.1784310 65.8813170
#> [186] 65.5811731 65.2780980 64.9721915 64.6635544 64.3522888
#> [191] 64.0384979 63.7222855 63.4037568 63.0830174 62.7601740
#> [196] 62.4353339 62.1086050 61.7800959 61.4499157 61.1181739
#> [201] 60.7849806 60.4504459 60.1146805 59.7777951 59.4399005
#> [206] 59.1011077 58.7615276 58.4212711 58.0804488 57.7391713
#> [211] 57.3975487 57.0556909 56.7137073 56.3717067 56.0297976
#> [216] 55.6880877 55.3466838 55.0056923 54.6652185 54.3253669
#> [221] 53.9862408 53.6479427 53.3105738 52.9742342 52.6390227
#> [226] 52.3050366 51.9723722 51.6411238 51.3113846 50.9832459
#> [231] 50.6567974 50.3321272 50.0093215 49.6884644 49.3696384
#> [236] 49.0529239 48.7383991 48.4261403 48.1162213 47.8087140
#> [241] 47.5036877 47.2012095 46.9013441 46.6041536 46.3096977
#> [246] 46.0180332 45.7292147 45.4432939 45.1603196 44.8803381
#> [251] 44.6033925 44.3295234 44.0587682 43.7911613 43.5267343
#> [256] 43.2655155 43.0075302 42.7528006 42.5013455 42.2531807
#> [261] 42.0083187 41.7667686 41.5285363 41.2936243 41.0620317
#> [266] 40.8337542 40.6087840 40.3871101 40.1687177 39.9535887
#> [271] 39.7417015 39.5330307 39.3275478 39.1252202 38.9260123
#> [276] 38.7298845 38.5367937 38.3466934 38.1595332 37.9752593
#> [281] 37.7938144 37.6151373 37.4391634 37.2658244 37.0950486
#> [286] 36.9267606 36.7608815 36.5973287 36.4360162 36.2768545
#> [291] 36.1197505 35.9646077 35.8113261 35.6598023 35.5099296
#> [296] 35.3615976 35.2146929 35.0690987 34.9246947 34.7813576
#> [301] 34.6389608 34.4973746 34.3564660 34.2160992 34.0761350
#> [306] 33.9364314 33.7968435 33.6572235 33.5174206 33.3772814
#> [311] 33.2366495 33.0953661 32.9532696 32.8101959 32.6659784
#> [316] 32.5204480 32.3734332 32.2247605 32.0742536 31.9217345
#> [321] 31.7670228 31.6099363 31.4502905 31.2878995 31.1225751
#> [326] 30.9541275 30.7823655 30.6070960 30.4281244 30.2452549
#> [331] 30.0582902 29.8670317 29.6712798 29.4708336 29.2654912
#> [336] 29.0550499 28.8393062 28.6180557 28.3910933 28.1582136
#> [341] 27.9192104 27.6738772 27.4220073 27.1633937 26.8978292
#> [346] 26.6251068 26.3450193 26.0573598 25.7619216 25.4584982
#> [351] 25.1468839 24.8268731 24.4982610 24.1608435 23.8144173
#> [356] 23.4587799 23.0937300 22.7190670 22.3345918 21.9401065
#> [361] 21.5354143 21.1203201 20.6946303 20.2581527 19.8106969
#> [366] 19.3520745 18.8820987 18.4005848 17.9073500 17.4022139
#> [371] 16.8849981 16.3555265 15.8136255 15.2591239 14.6918531
#> [376] 14.1116469 13.5183422 12.9117782 12.2917974 11.6582449
#> [381] 11.0109690 10.3498209 9.6746551 8.9853293 8.2817044
#> [386] 7.5636446 6.8310176 6.0836945 5.3215501 4.5444626
#> [391] 3.7523139 2.9449896 2.1223791 1.2843757 0.4308762
#> [396] -0.4382181 -1.3230026 -2.2235682 -3.1400019 -4.0723867
#> [401] -5.0208014 -5.9853207 -6.9660149 -7.9629503 -8.9761888
#> [406] -10.0057881 -11.0518014 -12.1142778 -13.1932619 -14.2887937
#> [411] -15.4009092 -16.5296397 -17.6750121 -18.8370489 -20.0157680
#> [416] -21.2111830 -22.4233028 -23.6521321 -24.8976709 -26.1599147
#> [421] -27.4388547 -28.7344774 -30.0467649 -31.3756949 -32.7212406
#> [426] -34.0833708 -35.4620497 -36.8572372 -38.2688890 -39.6969561
#> [431] -41.1413853 -42.6021191 -44.0790958 -45.5722491 -47.0815088
#> [436] -48.6068004 -50.1480451 -51.7051603 -53.2780588 -54.8666499
#> [441] -56.4708385 -58.0905257 -59.7256086 -61.3759807 -63.0415313
#> [446] -64.7221461 -66.4177072 -68.1280929 -69.8531779 -71.5928334
#> [451] -73.3469272 -75.1153235 -76.8978833 -78.6944642 -80.5049206
#> [456] -82.3291038 -84.1668619 -86.0180399 -87.8824802 -89.7600219
#> [461] -91.6505016 -93.5537529 -95.4696070 -97.3978922 -99.3384347
#> [466] -101.2910579 -103.2555830 -105.2318289 -107.2196124 -109.2187481
#> [471] -111.2290484 -113.2503242 -115.2823841 -117.3250350 -119.3780824
#> [476] -121.4413298 -123.5145795 -125.5976320 -127.6902868 -129.7923418
#> [481] -131.9035940 -134.0238392 -136.1528721 -138.2904865 -140.4364754
#> [486] -142.5906311 -144.7527452 -146.9226085 -149.1000116 -151.2847445
#> [491] -153.4765970 -155.6753585 -157.8808184 -160.0927659 -162.3109904
#> [496] -164.5352810 -166.7654275 -169.0012195 -171.2424471 -173.4889009
#> [501] -175.7403720 -177.9966518 -180.2575327 -182.5228077 -184.7922706
#> [506] -187.0657159 -189.3429394 -191.6237378 -193.9079087 -196.1952512
#> [511] -198.4855654 -200.7786528 -203.0743163 -205.3723603 -207.6725905
#> [516] -209.9748145 -212.2788412 -214.5844814 -216.8915477 -219.1998545
#> [521] -221.5092179 -223.8194561 -226.1303893 -228.4418396 -230.7536315
#> [526] -233.0655912 -235.3775475 -237.6893312 -240.0007755 -242.3117159
#> [531] -244.6219901 -246.9314386 -249.2399039 -251.5472314 -253.8532687
#> [536] -256.1578661 -258.4608765 -260.7621554 -263.0615609 -265.3589538
#> [541] -267.6541977 -269.9471588 -272.2377061 -274.5257113 -276.8110490
#> [546] -279.0935964 -281.3732339 -283.6498442 -285.9233134 -288.1935300
#> [551] -290.4603856 -292.7237746 -294.9835942 -297.2397447 -299.4921290
#> [556] -301.7406531 -303.9852257 -306.2257584 -308.4621659 -310.6943654
#> [561] -312.9222773 -315.1458245 -317.3649330 -319.5795315 -321.7895515
#> [566] -323.9949274 -326.1955961 -328.3914977 -330.5825746 -332.7687722
#> [571] -334.9500384 -337.1263239 -339.2975819 -341.4637684 -343.6248418
#> [576] -345.7807632 -347.9314961 -350.0770067 -352.2172635 -354.3522374
#> [581] -356.4819017 -358.6062323 -360.7252071 -362.8388065 -364.9470129
#> [586] -367.0498113 -369.1471886 -371.2391337 -373.3256379 -375.4066944
#> [591] -377.4822983 -379.5524468 -381.6171388 -383.6763755 -385.7301593
#> [596] -387.7784949 -389.8213884 -391.8588477 -393.8908823 -395.9175034
#> [601] -397.9387234 -399.9545565 -401.9650182 -403.9701253 -405.9698962
#> [606] -407.9643502 -409.9535081 -411.9373917 -413.9160242 -415.8894295
#> [611] -417.8576329 -419.8206603 -421.7785387 -423.7312961 -425.6789611
#> [616] -427.6215632 -429.5591325 -431.4917000 -433.4192970 -435.3419556
#> [621] -437.2597083 -439.1725883 -441.0806288 -442.9838639 -444.8823275
#> [626] -446.7760541 -448.6650785 -450.5494354 -452.4291599 -454.3042870
#> [631] -456.1748519 -458.0408898 -459.9024358 -461.7595250 -463.6121923
#> [636] -465.4604724 -467.3044000 -469.1440095 -470.9793349 -472.8104101
#> [641] -474.6372684 -476.4599428 -478.2784662 -480.0928705 -481.9031876
#> [646] -483.7094487 -485.5116844 -487.3099247 -489.1041993 -490.8945368
#> [651] -492.6809656 -494.4635132 -496.2422063 -498.0170711 -499.7881329
#> [656] -501.5554163 -503.3189450 -505.0787421 -506.8348296 -508.5872290
#> [661] -510.3359606 -512.0810440 -513.8224979 -515.5603401 -517.2945875
#> [666] -519.0252560 -520.7523608 -522.4759159 -524.1959345 -525.9124288
#> [671] -527.6254101 -529.3348888 -531.0408743 -532.7433749 -534.4423982
#> [676] -536.1379506 -537.8300379 -539.5186646 -541.2038344 -542.8855502
#> [681] -544.5638137 -546.2386260 -547.9099870 -549.5778960 -551.2423511
#> [686] -552.9033498 -554.5608885 -556.2149631 -557.8655682 -559.5126981
#> [691] -561.1563458 -562.7965040 -564.4331643 -566.0663176 -567.6959543
#> [696] -569.3220639 -570.9446353 -572.5636566 -574.1791155 -575.7909990
#> [701] -577.3992935 -579.0039848 -580.6050583 -582.2024987 -583.7962905
#> [706] -585.3864174 -586.9728630 -588.5556103 -590.1346421 -591.7099407
#> [711] -593.2814882 -594.8492664 -596.4132568 -597.9734408 -599.5297996
#> [716] -601.0823141 -602.6309653 -604.1757338 -605.7166006 -607.2535463
#> [721] -608.7865516 -610.3155973 -611.8406643 -613.3617335 -614.8787859
#> [726] -616.3918029 -617.9007658 -619.4056564 -620.9064567 -622.4031488
#> [731] -623.8957153 -625.3841392 -626.8684038 -628.3484928 -629.8243905
#> [736] -631.2960814 -632.7635508 -634.2267843 -635.6857683 -637.1404896
#> [741] -638.5909358 -640.0370949 -641.4789558 -642.9165080 -644.3497417
#> [746] -645.7786480 -647.2032186 -648.6234462 -650.0393239 -651.4508463
#> [751] -652.8580082 -654.2608058 -655.6592358 -657.0532962 -658.4429856
#> [756] -659.8283039 -661.2092516 -662.5858305 -663.9580432 -665.3258935
#> [761] -666.6893861 -668.0485267 -669.4033223 -670.7537808 -672.0999110
#> [766] -673.4417231 -674.7792282 -676.1124386 -677.4413675 -678.7660296
#> [771] -680.0864402 -681.4026162 -682.7145751 -684.0223360 -685.3259189
#> [776] -686.6253448 -687.9206359 -689.2118155 -690.4989081 -691.7819391
#> [781] -693.0609351 -694.3359236 -695.6069335 -696.8739944 -698.1371371
#> [786] -699.3963934 -700.6517961 -701.9033791 -703.1511771 -704.3952259
#> [791] -705.6355621 -706.8722235 -708.1052485 -709.3346766 -710.5605479
#> [796] -711.7829038 -713.0017860 -714.2172373 -715.4293013 -716.6380221
#> [801] -717.8434447 -719.0456147 -720.2445784 -721.4403827 -722.6330752
#> [806] -723.8227038 -725.0093173 -726.1929646 -727.3736954 -728.5515596
#> [811] -729.7266076 -730.8988902 -732.0684584 -733.2353635 -734.3996573
#> [816] -735.5613914 -736.7206178 -737.8773888 -739.0317564 -740.1837729
#> [821] -741.3334907 -742.4809619 -743.6262387 -744.7693732 -745.9104173
#> [826] -747.0494227 -748.1864410 -749.3215232 -750.4547204 -751.5860830
#> [831] -752.7156612 -753.8435046 -754.9696625 -756.0941835 -757.2171156
#> [836] -758.3385064 -759.4584026 -760.5768505 -761.6938952 -762.8095815
#> [841] -763.9239530 -765.0370528 -766.1489227 -767.2596037 -768.3691361
#> [846] -769.4775587 -770.5849096 -771.6912255 -772.7965423 -773.9008944
#> [851] -775.0043152 -776.1068367 -777.2084897 -778.3093036 -779.4093067
#> [856] -780.5085255 -781.6069854 -782.7047102 -783.8017222 -784.8980423
#> [861] -785.9936898 -787.0886823 -788.1830361 -789.2767655 -790.3698835
#> [866] -791.4624012 -792.5543280 -793.6456718 -794.7364386 -795.8266325
#> [871] -796.9162561 -798.0053100 -799.0937931 -800.1817026 -801.2690334
#> [876] -802.3557791 -803.4419311 -804.5274790 -805.6124105 -806.6967116
#> [881] -807.7803662 -808.8633562 -809.9456620 -811.0272617 -812.1081316
#> [886] -813.1882464 -814.2675785 -815.3460985 -816.4237754 -817.5005758
#> [891] -818.5764650 -819.6514061 -820.7253603 -821.7982872 -822.8701443
#> [896] -823.9408877 -825.0104712 -826.0788472 -827.1459663 -828.2117772
#> [901] -829.2762270 -830.3392611 -831.4008233 -832.4608558 -833.5192989
#> [906] -834.5760918 -835.6311717 -836.6844746 -837.7359350 -838.7854857
#> [911] -839.8330584 -840.8785833 -841.9219893 -842.9632040 -844.0021538
#> [916] -845.0387637 -846.0729578 -847.1046590 -848.1337891 -849.1602688
#> [921] -850.1840180 -851.2049556 -852.2229996 -853.2380671 -854.2500745
#> [926] -855.2589377 -856.2645714 -857.2668903 -858.2658081 -859.2612382
#> [931] -860.2530934 -861.2412863 -862.2257290 -863.2063334 -864.1830112
#> [936] -865.1556740 -866.1242331 -867.0885999 -868.0486858 -869.0044023
#> [941] -869.9556611 -870.9023738 -871.8444528 -872.7818102 -873.7143591
#> [946] -874.6420125 -875.5646843 -876.4822887 -877.3947408 -878.3019561
#> [951] -879.2038512 -880.1003431 -880.9913500 -881.8767908 -882.7565857
#> [956] -883.6306556 -884.4989226 -885.3613103 -886.2177429 -887.0681466
#> [961] -887.9124482 -888.7505766 -889.5824615 -890.4080346 -891.2272289
#> [966] -892.0399791 -892.8462214 -893.6458940 -894.4389364 -895.2252904
#> [971] -896.0048994 -896.7777087 -897.5436654 -898.3027189 -899.0548205
#> [976] -899.7999234 -900.5379830 -901.2689570 -901.9928050 -902.7094891
#> [981] -903.4189735 -904.1212246 -904.8162113 -905.5039046 -906.1842781
#> [986] -906.8573077 -907.5229718 -908.1812510 -908.8321286 -909.4755903
#> [991] -910.1116243 -910.7402214 -911.3613748 -911.9750802 -912.5813361
#> [996] -913.1801434 -913.7715055 -914.3554285 -914.9319211 -915.5009945
#>
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_means_by_epoch
#> [1] 6227.703 6287.244 5571.891 6094.619 6901.673
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_correction_method
#> [1] "subtractive"
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_col_name
#> [1] "pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline"
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$info
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$info$calc_baseline
#> [1] TRUE
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$info$apply_baseline
#> [1] TRUE
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$info$baseline_type
#> [1] "sub"
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$info$baseline_events
#> [1] "DELAY_STOP_*"
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$info$baseline_period
#> [1] -1 0
#>
#>
#>
#>
#> 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
calc_baseline = TRUE,
apply_baseline = TRUE,
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: 5 epochs baselined
#> ✔ Pupil epoching and baselining completed in 0.06 secs
#> $file
#> [1] "/home/sts/R/x86_64-pc-linux-gnu-library/4.3/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 13
#> block time_orig eye_x eye_y eye hz type pupil_raw pupil_raw_deblink
#> <dbl> <int> <dbl> <dbl> <chr> <dbl> <chr> <dbl> <dbl>
#> 1 1 11334491 982. 555. R 1000 diameter 6198 6198
#> 2 1 11334492 981. 554. R 1000 diameter 6201 6201
#> 3 1 11334493 981 553. R 1000 diameter 6201 6201
#> 4 1 11334494 981. 554. R 1000 diameter 6202 6202
#> 5 1 11334495 981. 554. R 1000 diameter 6202 6202
#> 6 1 11334496 981. 553 R 1000 diameter 6200 6200
#> 7 1 11334497 982. 551. R 1000 diameter 6198 6198
#> 8 1 11334498 983 550. R 1000 diameter 6196 6196
#> 9 1 11334499 984. 551. R 1000 diameter 6196 6196
#> 10 1 11334500 983. 552. R 1000 diameter 6199 6199
#> # ℹ 20,757 more rows
#> # ℹ 4 more variables: 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 × 3
#> block time text
#> <dbl> <dbl> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START
#> 3 1 11334491 TRIALID 22
#> 4 1 11334491 START_TRIAL_22
#> 5 1 11334491 CUE_START_22
#> 6 1 11335466 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22
#> 10 1 11337158 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_deblink_detransient_interpolate_lpfilt_z_epoch"
#>
#> $params
#> $params$deblink
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$detransient
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$interpolate
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$lpfilt
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$z
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$epoch
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#>
#> $epoch_prePostProbe
#> $epoch_prePostProbe$block_1
#> # A tibble: 5,000 × 20
#> block time_orig timebin eye_x eye_y eye hz type pupil_raw
#> <dbl> <int> <dbl> <dbl> <dbl> <chr> <dbl> <chr> <dbl>
#> 1 1 11336474 0 972. 550. R 1000 diameter 6513
#> 2 1 11336475 0.00100 971. 551. R 1000 diameter 6512
#> 3 1 11336476 0.00200 970. 551. R 1000 diameter 6512
#> 4 1 11336477 0.00300 970. 550. R 1000 diameter 6512
#> 5 1 11336478 0.00400 971. 548. R 1000 diameter 6514
#> 6 1 11336479 0.00501 972. 547. R 1000 diameter 6516
#> 7 1 11336480 0.00601 972. 548. R 1000 diameter 6518
#> 8 1 11336481 0.00701 972. 548. R 1000 diameter 6518
#> 9 1 11336482 0.00801 972. 550. R 1000 diameter 6518
#> 10 1 11336483 0.00901 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>, template <chr>,
#> # matching_pattern <chr>, matched_event <chr>, trial <chr>, …
#>
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_epochs
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_epochs[[1]]
#> [1] 272.8642869 274.0718324 275.2840447 276.5008586 277.7222079
#> [6] 278.9480256 280.1782436 281.4127929 282.6516037 283.8946054
#> [11] 285.1417266 286.3928948 287.6480371 288.9070798 290.1699483
#> [16] 291.4365674 292.7068615 293.9807539 295.2581677 296.5390252
#> [21] 297.8232483 299.1107583 300.4014761 301.6953218 302.9922156
#> [26] 304.2920769 305.5948249 306.9003783 308.2086556 309.5195748
#> [31] 310.8330540 312.1490108 313.4673624 314.7880263 316.1109193
#> [36] 317.4359584 318.7630604 320.0921420 321.4231198 322.7559104
#> [41] 324.0904303 325.4265962 326.7643246 328.1035323 329.4441360
#> [46] 330.7860525 332.1291988 333.4734922 334.8188498 336.1651893
#> [51] 337.5124283 338.8604848 340.2092772 341.5587239 342.9087437
#> [56] 344.2592559 345.6101799 346.9614356 348.3129433 349.6646238
#> [61] 351.0163980 352.3681876 353.7199145 355.0715013 356.4228710
#> [66] 357.7739471 359.1246536 360.4749152 361.8246570 363.1738047
#> [71] 364.5222848 365.8700242 367.2169504 368.5629917 369.9080771
#> [76] 371.2521360 372.5950987 373.9368961 375.2774599 376.6167224
#> [81] 377.9546168 379.2910768 380.6260371 381.9594329 383.2912005
#> [86] 384.6212766 385.9495991 387.2761064 388.6007377 389.9234333
#> [91] 391.2441340 392.5627817 393.8793189 395.1936891 396.5058365
#> [96] 397.8157064 399.1232448 400.4283985 401.7311153 403.0313439
#> [101] 404.3290336 405.6241350 406.9165993 408.2063787 409.4934262
#> [106] 410.7776957 412.0591421 413.3377212 414.6133895 415.8861046
#> [111] 417.1558249 418.4225098 419.6861194 420.9466149 422.2039583
#> [116] 423.4581124 424.7090412 425.9567093 427.2010822 428.4421266
#> [121] 429.6798096 430.9140996 432.1449657 433.3723779 434.5963070
#> [126] 435.8167248 437.0336040 438.2469179 439.4566410 440.6627483
#> [131] 441.8652159 443.0640207 444.2591403 445.4505534 446.6382392
#> [136] 447.8221779 449.0023506 450.1787390 451.3513257 452.5200941
#> [141] 453.6850284 454.8461135 456.0033352 457.1566799 458.3061349
#> [146] 459.4516881 460.5933284 461.7310452 462.8648287 463.9946697
#> [151] 465.1205600 466.2424917 467.3604580 468.4744525 469.5844695
#> [156] 470.6905042 471.7925521 472.8906096 473.9846737 475.0747418
#> [161] 476.1608123 477.2428839 478.3209560 479.3950286 480.4651022
#> [166] 481.5311780 482.5932577 483.6513434 484.7054378 485.7555444
#> [171] 486.8016668 487.8438093 488.8819767 489.9161743 490.9464077
#> [176] 491.9726831 492.9950072 494.0133869 495.0278297 496.0383434
#> [181] 497.0449365 498.0476174 499.0463951 500.0412792 501.0322792
#> [186] 502.0194052 503.0026676 503.9820770 504.9576445 505.9293813
#> [191] 506.8972988 507.8614089 508.8217235 509.7782550 510.7310157
#> [196] 511.6800184 512.6252758 513.5668009 514.5046070 515.4387073
#> [201] 516.3691152 517.2958444 518.2189084 519.1383210 520.0540961
#> [206] 520.9662473 521.8747887 522.7797341 523.6810975 524.5788928
#> [211] 525.4731338 526.3638344 527.2510084 528.1346695 529.0148313
#> [216] 529.8915073 530.7647109 531.6344553 532.5007537 533.3636189
#> [221] 534.2230637 535.0791006 535.9317417 536.7809993 537.6268850
#> [226] 538.4694103 539.3085864 540.1444241 540.9769340 541.8061262
#> [231] 542.6320106 543.4545964 544.2738928 545.0899081 545.9026506
#> [236] 546.7121279 547.5183469 548.3213145 549.1210366 549.9175188
#> [241] 550.7107660 551.5007827 552.2875725 553.0711386 553.8514835
#> [246] 554.6286089 555.4025160 556.1732052 556.9406761 557.7049276
#> [251] 558.4659578 559.2237642 559.9783431 560.7296903 561.4778006
#> [256] 562.2226679 562.9642854 563.7026450 564.4377381 565.1695547
#> [261] 565.8980842 566.6233149 567.3452338 568.0638273 568.7790804
#> [266] 569.4909771 570.1995004 570.9046322 571.6063530 572.3046424
#> [271] 572.9994788 573.6908392 574.3786995 575.0630346 575.7438177
#> [276] 576.4210211 577.0946155 577.7645706 578.4308547 579.0934344
#> [281] 579.7522755 580.4073421 581.0585969 581.7060013 582.3495151
#> [286] 582.9890970 583.6247039 584.2562914 584.8838136 585.5072231
#> [291] 586.1264710 586.7415069 587.3522787 587.9587331 588.5608148
#> [296] 589.1584674 589.7516326 590.3402506 590.9242600 591.5035979
#> [301] 592.0781997 592.6479991 593.2129284 593.7729180 594.3278970
#> [306] 594.8777925 595.4225302 595.9620342 596.4962266 597.0250283
#> [311] 597.5483582 598.0661338 598.5782708 599.0846833 599.5852837
#> [316] 600.0799828 600.5686898 601.0513123 601.5277561 601.9979255
#> [321] 602.4617232 602.9190502 603.3698060 603.8138885 604.2511938
#> [326] 604.6816168 605.1050506 605.5213869 605.9305156 606.3323255
#> [331] 606.7267035 607.1135353 607.4927050 607.8640953 608.2275875
#> [336] 608.5830615 608.9303957 609.2694672 609.6001519 609.9223243
#> [341] 610.2358575 610.5406235 610.8364930 611.1233355 611.4010193
#> [346] 611.6694116 611.9283785 612.1777851 612.4174951 612.6473717
#> [351] 612.8672767 613.0770711 613.2766152 613.4657681 613.6443882
#> [356] 613.8123331 613.9694599 614.1156245 614.2506826 614.3744890
#> [361] 614.4868980 614.5877634 614.6769384 614.7542760 614.8196286
#> [366] 614.8728482 614.9137866 614.9422955 614.9582261 614.9614296
#> [371] 614.9517572 614.9290600 614.8931889 614.8439951 614.7813299
#> [376] 614.7050447 614.6149910 614.5110209 614.3929865 614.2607406
#> [381] 614.1141361 613.9530267 613.7772666 613.5867106 613.3812141
#> [386] 613.1606333 612.9248253 612.6736480 612.4069600 612.1246213
#> [391] 611.8264926 611.5124358 611.1823141 610.8359916 610.4733341
#> [396] 610.0942084 609.6984829 609.2860274 608.8567131 608.4104131
#> [401] 607.9470019 607.4663558 606.9683527 606.4528727 605.9197973
#> [406] 605.3690105 604.8003978 604.2138471 603.6092482 602.9864933
#> [411] 602.3454768 601.6860952 601.0082475 600.3118352 599.5967621
#> [416] 598.8629346 598.1102617 597.3386550 596.5480288 595.7383001
#> [421] 594.9093887 594.0612174 593.1937115 592.3067997 591.4004133
#> [426] 590.4744870 589.5289581 588.5637676 587.5788592 586.5741800
#> [431] 585.5496803 584.5053140 583.4410377 582.3568121 581.2526007
#> [436] 580.1283709 578.9840933 577.8197422 576.6352953 575.4307339
#> [441] 574.2060431 572.9612115 571.6962313 570.4110985 569.1058128
#> [446] 567.7803776 566.4348002 565.0690915 563.6832663 562.2773432
#> [451] 560.8513448 559.4052971 557.9392306 556.4531791 554.9471806
#> [456] 553.4212769 551.8755137 550.3099407 548.7246113 547.1195830
#> [461] 545.4949171 543.8506789 542.1869374 540.5037658 538.8012410
#> [466] 537.0794437 535.3384587 533.5783745 531.7992834 530.0012818
#> [471] 528.1844696 526.3489507 524.4948326 522.6222268 520.7312483
#> [476] 518.8220159 516.8946522 514.9492832 512.9860387 511.0050521
#> [481] 509.0064602 506.9904035 504.9570259 502.9064749 500.8389010
#> [486] 498.7544587 496.6533052 494.5356014 492.4015113 490.2512021
#> [491] 488.0848441 485.9026109 483.7046790 481.4912277 479.2624397
#> [496] 477.0185001 474.7595973 472.4859221 470.1976683 467.8950321
#> [501] 465.5782125 463.2474111 460.9028316 458.5446806 456.1731667
#> [506] 453.7885010 451.3908966 448.9805691 446.5577357 444.1226161
#> [511] 441.6754316 439.2164056 436.7457632 434.2637312 431.7705381
#> [516] 429.2664141 426.7515907 424.2263010 421.6907794 419.1452616
#> [521] 416.5899846 414.0251864 411.4511062 408.8679840 406.2760610
#> [526] 403.6755790 401.0667805 398.4499090 395.8252083 393.1929229
#> [531] 390.5532976 387.9065777 385.2530088 382.5928366 379.9263070
#> [536] 377.2536661 374.5751597 371.8910337 369.2015338 366.5069055
#> [541] 363.8073940 361.1032439 358.3946996 355.6820049 352.9654028
#> [546] 350.2451358 347.5214456 344.7945731 342.0647582 339.3322400
#> [551] 336.5972562 333.8600439 331.1208387 328.3798750 325.6373859
#> [556] 322.8936031 320.1487570 317.4030762 314.6567882 311.9101184
#> [561] 309.1632907 306.4165274 303.6700488 300.9240734 298.1788177
#> [566] 295.4344965 292.6913222 289.9495053 287.2092543 284.4707753
#> [571] 281.7342723 278.9999470 276.2679987 273.5386245 270.8120189
#> [576] 268.0883741 265.3678798 262.6507229 259.9370882 257.2271575
#> [581] 254.5211101 251.8191226 249.1213691 246.4280205 243.7392455
#> [586] 241.0552095 238.3760755 235.7020032 233.0331499 230.3696698
#> [591] 227.7117141 225.0594311 222.4129663 219.7724622 217.1380581
#> [596] 214.5098907 211.8880933 209.2727964 206.6641275 204.0622110
#> [601] 201.4671682 198.8791175 196.2981743 193.7244507 191.1580561
#> [606] 188.5990965 186.0476751 183.5038920 180.9678443 178.4396261
#> [611] 175.9193284 173.4070393 170.9028437 168.4068237 165.9190585
#> [616] 163.4396242 160.9685940 158.5060381 156.0520240 153.6066161
#> [621] 151.1698761 148.7418628 146.3226322 143.9122374 141.5107288
#> [626] 139.1181541 136.7345583 134.3599835 131.9944695 129.6380530
#> [631] 127.2907686 124.9526481 122.6237205 120.3040127 117.9935490
#> [636] 115.6923513 113.4004388 111.1178287 108.8445358 106.5805725
#> [641] 104.3259489 102.0806731 99.8447509 97.6181858 95.4009796
#> [646] 93.1931315 90.9946393 88.8054983 86.6257022 84.4552426
#> [651] 82.2941094 80.1422905 77.9997723 75.8665393 73.7425743
#> [656] 71.6278587 69.5223719 67.4260920 65.3389958 63.2610582
#> [661] 61.1922530 59.1325524 57.0819275 55.0403480 53.0077823
#> [666] 50.9841977 48.9695602 46.9638349 44.9669855 42.9789751
#> [671] 40.9997655 39.0293175 37.0675913 35.1145460 33.1701399
#> [676] 31.2343306 29.3070748 27.3883288 25.4780478 23.5761868
#> [681] 21.6826998 19.7975407 17.9206625 16.0520179 14.1915592
#> [686] 12.3392381 10.4950061 8.6588144 6.8306136 5.0103543
#> [691] 3.1979869 1.3934614 -0.4032724 -2.1922646 -3.9735656
#> [696] -5.7472259 -7.5132961 -9.2718267 -11.0228682 -12.7664713
#> [701] -14.5026864 -16.2315640 -17.9531546 -19.6675083 -21.3746752
#> [706] -23.0747055 -24.7676489 -26.4535550 -28.1324733 -29.8044529
#> [711] -31.4695428 -33.1277918 -34.7792481 -36.4239601 -38.0619755
#> [716] -39.6933418 -41.3181064 -42.9363160 -44.5480171 -46.1532561
#> [721] -47.7520787 -49.3445303 -50.9306560 -52.5105006 -54.0841084
#> [726] -55.6515232 -57.2127886 -58.7679478 -60.3170434 -61.8601178
#> [731] -63.3972129 -64.9283703 -66.4536310 -67.9730358 -69.4866250
#> [736] -70.9944385 -72.4965159 -73.9928962 -75.4836183 -76.9687206
#> [741] -78.4482409 -79.9222170 -81.3906861 -82.8536851 -84.3112505
#> [746] -85.7634187 -87.2102253 -88.6517061 -90.0878962 -91.5188306
#> [751] -92.9445439 -94.3650704 -95.7804442 -97.1906992 -98.5958689
#> [756] -99.9959865 -101.3910852 -102.7811978 -104.1663570 -105.5465952
#> [761] -106.9219447 -108.2924376 -109.6581058 -111.0189811 -112.3750953
#> [766] -113.7264797 -115.0731659 -116.4151852 -117.7525689 -119.0853481
#> [771] -120.4135539 -121.7372176 -123.0563700 -124.3710423 -125.6812654
#> [776] -126.9870704 -128.2884884 -129.5855505 -130.8782876 -132.1667311
#> [781] -133.4509121 -134.7308619 -136.0066120 -137.2781938 -138.5456388
#> [786] -139.8089788 -141.0682455 -142.3234710 -143.5746873 -144.8219266
#> [791] -146.0652212 -147.3046038 -148.5401070 -149.7717638 -150.9996070
#> [796] -152.2236700 -153.4439863 -154.6605893 -155.8735130 -157.0827913
#> [801] -158.2884584 -159.4905487 -160.6890969 -161.8841378 -163.0757064
#> [806] -164.2638378 -165.4485676 -166.6299314 -167.8079649 -168.9827043
#> [811] -170.1541857 -171.3224456 -172.4875205 -173.6494473 -174.8082628
#> [816] -175.9640043 -177.1167089 -178.2664142 -179.4131576 -180.5569770
#> [821] -181.6979102 -182.8359951 -183.9712698 -185.1037726 -186.2335416
#> [826] -187.3606151 -188.4850317 -189.6068297 -190.7260476 -191.8427239
#> [831] -192.9568972 -194.0686058 -195.1778884 -196.2847832 -197.3893287
#> [836] -198.4915633 -199.5915250 -200.6892520 -201.7847822 -202.8781536
#> [841] -203.9694037 -205.0585700 -206.1456897 -207.2308000 -208.3139376
#> [846] -209.3951390 -210.4744405 -211.5518781 -212.6274873 -213.7013033
#> [851] -214.7733612 -215.8436952 -216.9123397 -217.9793281 -219.0446936
#> [856] -220.1084690 -221.1706863 -222.2313774 -223.2905732 -224.3483043
#> [861] -225.4046006 -226.4594914 -227.5130055 -228.5651708 -229.6160147
#> [866] -230.6655637 -231.7138437 -232.7608800 -233.8066967 -234.8513176
#> [871] -235.8947653 -236.9370617 -237.9782279 -239.0182842 -240.0572496
#> [876] -241.0951427 -242.1319808 -243.1677804 -244.2025569 -245.2363249
#> [881] -246.2690979 -247.3008883 -248.3317075 -249.3615658 -250.3904727
#> [886] -251.4184361 -252.4454632 -253.4715600 -254.4967313 -255.5209807
#> [891] -256.5443108 -257.5667228 -258.5882171 -259.6087925 -260.6284468
#> [896] -261.6471765 -262.6649770 -263.6818425 -264.6977657 -265.7127384
#> [901] -266.7267509 -267.7397923 -268.7518506 -269.7629124 -270.7729630
#> [906] -271.7819866 -272.7899661 -273.7968830 -274.8027176 -275.8074491
#> [911] -276.8110552 -277.8135125 -278.8147965 -279.8148810 -280.8137390
#> [916] -281.8113421 -282.8076606 -283.8026638 -284.7963196 -285.7885948
#> [921] -286.7794549 -287.7688644 -288.7567865 -289.7431834 -290.7280160
#> [926] -291.7112441 -292.6928265 -293.6727208 -294.6508837 -295.6272707
#> [931] -296.6018363 -297.5745339 -298.5453160 -299.5141342 -300.4809390
#> [936] -301.4456801 -302.4083062 -303.3687651 -304.3270037 -305.2829683
#> [941] -306.2366041 -307.1878557 -308.1366669 -309.0829807 -310.0267395
#> [946] -310.9678849 -311.9063579 -312.8420991 -313.7750481 -314.7051442
#> [951] -315.6323262 -316.5565322 -317.4777001 -318.3957672 -319.3106703
#> [956] -320.2223460 -321.1307306 -322.0357599 -322.9373696 -323.8354950
#> [961] -324.7300714 -325.6210337 -326.5083168 -327.3918554 -328.2715844
#> [966] -329.1474382 -330.0193516 -330.8872593 -331.7510960 -332.6107965
#> [971] -333.4662959 -334.3175293 -335.1644319 -336.0069396 -336.8449880
#> [976] -337.6785133 -338.5074521 -339.3317413 -340.1513180 -340.9661200
#> [981] -341.7760856 -342.5811533 -343.3812624 -344.1763527 -344.9663646
#> [986] -345.7512390 -346.5309177 -347.3053430 -348.0744580 -348.8382065
#> [991] -349.5965330 -350.3493831 -351.0967030 -351.8384397 -352.5745413
#> [996] -353.3049566 -354.0296355 -354.7485288 -355.4615883 -356.1687669
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_epochs[[2]]
#> [1] 249.4251613 250.0353986 250.6489659 251.2659340 251.8863728
#> [6] 252.5103513 253.1379374 253.7691982 254.4041995 255.0430062
#> [11] 255.6856820 256.3322896 256.9828902 257.6375439 258.2963097
#> [16] 258.9592451 259.6264062 260.2978480 260.9736237 261.6537854
#> [21] 262.3383836 263.0274672 263.7210837 264.4192789 265.1220971
#> [26] 265.8295809 266.5417712 267.2587073 267.9804268 268.7069655
#> [31] 269.4383572 270.1746344 270.9158273 271.6619646 272.4130729
#> [36] 273.1691769 273.9302996 274.6964619 275.4676829 276.2439794
#> [41] 277.0253667 277.8118577 278.6034634 279.4001930 280.2020532
#> [46] 281.0090491 281.8211835 282.6384571 283.4608687 284.2884149
#> [51] 285.1210903 285.9588872 286.8017959 287.6498048 288.5029000
#> [56] 289.3610654 290.2242831 291.0925328 291.9657924 292.8440374
#> [61] 293.7272416 294.6153763 295.5084111 296.4063134 297.3090485
#> [66] 298.2165798 299.1288685 300.0458742 300.9675540 301.8938634
#> [71] 302.8247559 303.7601830 304.7000942 305.6444375 306.5931586
#> [76] 307.5462016 308.5035088 309.4650207 310.4306761 311.4004120
#> [81] 312.3741637 313.3518649 314.3334478 315.3188427 316.3079787
#> [86] 317.3007832 318.2971822 319.2971000 320.3004600 321.3071838
#> [91] 322.3171918 323.3304033 324.3467362 325.3661072 326.3884319
#> [96] 327.4136249 328.4415995 329.4722683 330.5055427 331.5413334
#> [101] 332.5795499 333.6201014 334.6628958 335.7078408 336.7548430
#> [106] 337.8038086 338.8546433 339.9072522 340.9615400 342.0174110
#> [111] 343.0747692 344.1335182 345.1935614 346.2548022 347.3171437
#> [116] 348.3804889 349.4447410 350.5098031 351.5755783 352.6419700
#> [121] 353.7088819 354.7762178 355.8438819 356.9117787 357.9798133
#> [126] 359.0478910 360.1159180 361.1838008 362.2514467 363.3187637
#> [131] 364.3856605 365.4520466 366.5178325 367.5829294 368.6472496
#> [136] 369.7107064 370.7732142 371.8346884 372.8950456 373.9542038
#> [141] 375.0120820 376.0686005 377.1236812 378.1772472 379.2292231
#> [146] 380.2795349 381.3281102 382.3748782 383.4197696 384.4627168
#> [151] 385.5036538 386.5425165 387.5792423 388.6137706 389.6460425
#> [156] 390.6760009 391.7035907 392.7287587 393.7514536 394.7716259
#> [161] 395.7892284 396.8042156 397.8165442 398.8261730 399.8330626
#> [166] 400.8371761 401.8384783 402.8369364 403.8325195 404.8251991
#> [171] 405.8149485 406.8017436 407.7855620 408.7663838 409.7441912
#> [176] 410.7189685 411.6907022 412.6593809 413.6249956 414.5875392
#> [181] 415.5470070 416.5033961 417.4567060 418.4069383 419.3540967
#> [186] 420.2981869 421.2392168 422.1771962 423.1121370 424.0440533
#> [191] 424.9729608 425.8988776 426.8218233 427.7418197 428.6588905
#> [196] 429.5730610 430.4843584 431.3928117 432.2984517 433.2013107
#> [201] 434.1014229 434.9988238 435.8935507 436.7856423 437.6751389
#> [206] 438.5620820 439.4465145 440.3284809 441.2080267 442.0851985
#> [211] 442.9600443 443.8326131 444.7029549 445.5711208 446.4371624
#> [216] 447.3011328 448.1630852 449.0230740 449.8811540 450.7373807
#> [221] 451.5918100 452.4444984 453.2955025 454.1448795 454.9926865
#> [226] 455.8389811 456.6838207 457.5272628 458.3693648 459.2101840
#> [231] 460.0497772 460.8882014 461.7255126 462.5617669 463.3970193
#> [236] 464.2313246 465.0647366 465.8973085 466.7290925 467.5601398
#> [241] 468.3905007 469.2202243 470.0493584 470.8779497 471.7060433
#> [246] 472.5336829 473.3609109 474.1877677 475.0142923 475.8405218
#> [251] 476.6664913 477.4922342 478.3177817 479.1431630 479.9684050
#> [256] 480.7935323 481.6185673 482.4435300 483.2684377 484.0933052
#> [261] 484.9181449 485.7429661 486.5677754 487.3925768 488.2173711
#> [266] 489.0421561 489.8669266 490.6916743 491.5163875 492.3410515
#> [271] 493.1656481 493.9901558 494.8145494 495.6388005 496.4628770
#> [276] 497.2867432 498.1103596 498.9336832 499.7566671 500.5792605
#> [281] 501.4014089 502.2230538 503.0441327 503.8645793 504.6843230
#> [286] 505.5032894 506.3213999 507.1385717 507.9547180 508.7697477
#> [291] 509.5835656 510.3960722 511.2071638 512.0167324 512.8246659
#> [296] 513.6308477 514.4351570 515.2374688 516.0376537 516.8355779
#> [301] 517.6311037 518.4240886 519.2143863 520.0018458 520.7863121
#> [306] 521.5676260 522.3456239 523.1201381 523.8909967 524.6580236
#> [311] 525.4210387 526.1798577 526.9342922 527.6841500 528.4292347
#> [316] 529.1693461 529.9042800 530.6338285 531.3577798 532.0759183
#> [321] 532.7880249 533.4938769 534.1932477 534.8859077 535.5716235
#> [326] 536.2501584 536.9212727 537.5847231 538.2402635 538.8876445
#> [331] 539.5266138 540.1569164 540.7782943 541.3904868 541.9932307
#> [336] 542.5862603 543.1693072 543.7421012 544.3043693 544.8558368
#> [341] 545.3962267 545.9252603 546.4426571 546.9481348 547.4414095
#> [346] 547.9221960 548.3902076 548.8451565 549.2867538 549.7147094
#> [351] 550.1287327 550.5285320 550.9138152 551.2842896 551.6396623
#> [356] 551.9796401 552.3039295 552.6122375 552.9042707 553.1797364
#> [361] 553.4383423 553.6797963 553.9038076 554.1100856 554.2983412
#> [366] 554.4682861 554.6196333 554.7520973 554.8653939 554.9592409
#> [371] 555.0333574 555.0874649 555.1212867 555.1345484 555.1269780
#> [376] 555.0983057 555.0482646 554.9765905 554.8830219 554.7673006
#> [381] 554.6291712 554.4683819 554.2846840 554.0778327 553.8475866
#> [386] 553.5937080 553.3159635 553.0141234 552.6879622 552.3372590
#> [391] 551.9617968 551.5613636 551.1357518 550.6847585 550.2081859
#> [396] 549.7058409 549.1775358 548.6230878 548.0423195 547.4350591
#> [401] 546.8011399 546.1404011 545.4526876 544.7378499 543.9957446
#> [406] 543.2262340 542.4291866 541.6044770 540.7519862 539.8716011
#> [411] 538.9632152 538.0267284 537.0620471 536.0690843 535.0477595
#> [416] 533.9979989 532.9197355 531.8129091 530.6774663 529.5133605
#> [421] 528.3205522 527.0990086 525.8487043 524.5696205 523.2617456
#> [426] 521.9250753 520.5596121 519.1653657 517.7423532 516.2905984
#> [431] 514.8101326 513.3009942 511.7632287 510.1968887 508.6020341
#> [436] 506.9787318 505.3270561 503.6470881 501.9389161 500.2026356
#> [441] 498.4383490 496.6461658 494.8262024 492.9785822 491.1034356
#> [446] 489.2008997 487.2711184 485.3142427 483.3304298 481.3198440
#> [451] 479.2826560 477.2190430 475.1291887 473.0132834 470.8715233
#> [456] 468.7041112 466.5112561 464.2931727 462.0500823 459.7822115
#> [461] 457.4897931 455.1730657 452.8322733 450.4676655 448.0794975
#> [466] 445.6680296 443.2335277 440.7762625 438.2965098 435.7945503
#> [471] 433.2706697 430.7251582 428.1583104 425.5704258 422.9618077
#> [476] 420.3327639 417.6836063 415.0146506 412.3262163 409.6186267
#> [481] 406.8922087 404.1472924 401.3842113 398.6033022 395.8049045
#> [486] 392.9893610 390.1570168 387.3082198 384.4433203 381.5626711
#> [491] 378.6666267 375.7555442 372.8297821 369.8897010 366.9356628
#> [496] 363.9680311 360.9871707 357.9934476 354.9872286 351.9688817
#> [501] 348.9387755 345.8972791 342.8447622 339.7815946 336.7081464
#> [506] 333.6247876 330.5318882 327.4298179 324.3189459 321.1996410
#> [511] 318.0722710 314.9372032 311.7948038 308.6454379 305.4894693
#> [516] 302.3272606 299.1591727 295.9855650 292.8067950 289.6232186
#> [521] 286.4351893 283.2430586 280.0471760 276.8478881 273.6455395
#> [526] 270.4404719 267.2330242 264.0235327 260.8123305 257.5997479
#> [531] 254.3861116 251.1717454 247.9569695 244.7421008 241.5274524
#> [536] 238.3133338 235.1000507 231.8879051 228.6771947 225.4682136
#> [541] 222.2612513 219.0565935 215.8545214 212.6553118 209.4592372
#> [546] 206.2665656 203.0775603 199.8924800 196.7115788 193.5351060
#> [551] 190.3633059 187.1964182 184.0346777 180.8783138 177.7275514
#> [556] 174.5826101 171.4437045 168.3110438 165.1848324 162.0652693
#> [561] 158.9525484 155.8468581 152.7483818 149.6572976 146.5737780
#> [566] 143.4979905 140.4300972 137.3702546 134.3186143 131.2753221
#> [571] 128.2405188 125.2143396 122.1969146 119.1883683 116.1888201
#> [576] 113.1983840 110.2171687 107.2452777 104.2828091 101.3298560
#> [581] 98.3865060 95.4528419 92.5289409 89.6148756 86.7107130
#> [586] 83.8165156 80.9323406 78.0582401 75.1942617 72.3404479
#> [591] 69.4968364 66.6634601 63.8403474 61.0275219 58.2250026
#> [596] 55.4328039 52.6509359 49.8794043 47.1182103 44.3673509
#> [601] 41.6268189 38.8966029 36.1766875 33.4670533 30.7676769
#> [606] 28.0785311 25.3995850 22.7308039 20.0721494 17.4235798
#> [611] 14.7850498 12.1565107 9.5379106 6.9291942 4.3303033
#> [616] 1.7411766 -0.8382502 -3.4080444 -5.9682757 -8.5190169
#> [621] -11.0603432 -13.5923324 -16.1150646 -18.6286223 -21.1330904
#> [626] -23.6285558 -26.1151075 -28.5928364 -31.0618355 -33.5221994
#> [631] -35.9740246 -38.4174090 -40.8524523 -43.2792553 -45.6979205
#> [636] -48.1085515 -50.5112531 -52.9061312 -55.2932927 -57.6728454
#> [641] -60.0448979 -62.4095597 -64.7669409 -67.1171519 -69.4603041
#> [646] -71.7965090 -74.1258784 -76.4485245 -78.7645596 -81.0740961
#> [651] -83.3772465 -85.6741231 -87.9648381 -90.2495036 -92.5282313
#> [656] -94.8011327 -97.0683186 -99.3298995 -101.5859855 -103.8366858
#> [661] -106.0821089 -108.3223627 -110.5575544 -112.7877899 -115.0131745
#> [666] -117.2338125 -119.4498070 -121.6612601 -123.8682726 -126.0709443
#> [671] -128.2693736 -130.4636575 -132.6538919 -134.8401710 -137.0225878
#> [676] -139.2012338 -141.3761987 -143.5475709 -145.7154371 -147.8798823
#> [681] -150.0409900 -152.1988418 -154.3535176 -156.5050957 -158.6536524
#> [686] -160.7992622 -162.9419978 -165.0819302 -167.2191282 -169.3536589
#> [691] -171.4855874 -173.6149769 -175.7418886 -177.8663817 -179.9885136
#> [696] -182.1083396 -184.2259129 -186.3412848 -188.4545046 -190.5656197
#> [701] -192.6746751 -194.7817143 -196.8867785 -198.9899068 -201.0911366
#> [706] -203.1905030 -205.2880393 -207.3837768 -209.4777447 -211.5699703
#> [711] -213.6604791 -215.7492944 -217.8364378 -219.9219289 -222.0057853
#> [716] -224.0880229 -226.1686556 -228.2476957 -230.3251535 -232.4010374
#> [721] -234.4753543 -236.5481092 -238.6193054 -240.6889445 -242.7570265
#> [726] -244.8235497 -246.8885108 -248.9519049 -251.0137256 -253.0739650
#> [731] -255.1326137 -257.1896606 -259.2450936 -261.2988989 -263.3510615
#> [736] -265.4015649 -267.4503916 -269.4975225 -271.5429374 -273.5866152
#> [741] -275.6285333 -277.6686680 -279.7069948 -281.7434879 -283.7781207
#> [746] -285.8108653 -287.8416933 -289.8705752 -291.8974805 -293.9223782
#> [751] -295.9452363 -297.9660222 -299.9847023 -302.0012428 -304.0156089
#> [756] -306.0277653 -308.0376762 -310.0453053 -312.0506157 -314.0535702
#> [761] -316.0541310 -318.0522601 -320.0479191 -322.0410693 -324.0316717
#> [766] -326.0196870 -328.0050758 -329.9877985 -331.9678155 -333.9450867
#> [771] -335.9195724 -337.8912324 -339.8600269 -341.8259159 -343.7888594
#> [776] -345.7488176 -347.7057508 -349.6596192 -351.6103835 -353.5580044
#> [781] -355.5024428 -357.4436598 -359.3816168 -361.3162756 -363.2475981
#> [786] -365.1755467 -367.1000840 -369.0211730 -370.9387772 -372.8528604
#> [791] -374.7633868 -376.6703211 -378.5736285 -380.4732746 -382.3692254
#> [796] -384.2614477 -386.1499084 -388.0345754 -389.9154167 -391.7924011
#> [801] -393.6654980 -395.5346773 -397.3999093 -399.2611653 -401.1184168
#> [806] -402.9716362 -404.8207963 -406.6658706 -408.5068333 -410.3436592
#> [811] -412.1763235 -414.0048025 -415.8290726 -417.6491112 -419.4648962
#> [816] -421.2764063 -423.0836206 -424.8865190 -426.6850819 -428.4792904
#> [821] -430.2691264 -432.0545721 -433.8356106 -435.6122255 -437.3844009
#> [826] -439.1521218 -440.9153734 -442.6741419 -444.4284138 -446.1781763
#> [831] -447.9234171 -449.6641246 -451.4002876 -453.1318956 -454.8589384
#> [836] -456.5814065 -458.2992909 -460.0125832 -461.7212751 -463.4253593
#> [841] -465.1248286 -466.8196764 -468.5098966 -470.1954834 -471.8764315
#> [846] -473.5527360 -475.2243924 -476.8913966 -478.5537449 -480.2114338
#> [851] -481.8644604 -483.5128219 -485.1565159 -486.7955404 -488.4298937
#> [856] -490.0595742 -491.6845807 -493.3049122 -494.9205681 -496.5315479
#> [861] -498.1378512 -499.7394781 -501.3364287 -502.9287033 -504.5163024
#> [866] -506.0992267 -507.6774769 -509.2510540 -510.8199591 -512.3841934
#> [871] -513.9437580 -515.4986545 -517.0488843 -518.5944488 -520.1353497
#> [876] -521.6715887 -523.2031675 -524.7300876 -526.2523510 -527.7699595
#> [881] -529.2829147 -530.7912184 -532.2948726 -533.7938789 -535.2882391
#> [886] -536.7779550 -538.2630282 -539.7434606 -541.2192536 -542.6904089
#> [891] -544.1569280 -545.6188126 -547.0760639 -548.5286834 -549.9766725
#> [896] -551.4200324 -552.8587643 -554.2928693 -555.7223486 -557.1472032
#> [901] -558.5674339 -559.9830417 -561.3940275 -562.8003918 -564.2021355
#> [906] -565.5992591 -566.9917632 -568.3796482 -569.7629148 -571.1415631
#> [911] -572.5155936 -573.8850066 -575.2498023 -576.6099810 -577.9655427
#> [916] -579.3164878 -580.6628162 -582.0045282 -583.3416238 -584.6741032
#> [921] -586.0019663 -587.3252134 -588.6438446 -589.9578600 -591.2672597
#> [926] -592.5720440 -593.8722132 -595.1677676 -596.4587074 -597.7450332
#> [931] -599.0267455 -600.3038449 -601.5763320 -602.8442076 -604.1074728
#> [936] -605.3661284 -606.6201757 -607.8696160 -609.1144507 -610.3546814
#> [941] -611.5903100 -612.8213383 -614.0477686 -615.2696031 -616.4868444
#> [946] -617.6994954 -618.9075589 -620.1110383 -621.3099369 -622.5042586
#> [951] -623.6940074 -624.8791874 -626.0598034 -627.2358600 -628.4073625
#> [956] -629.5743164 -630.7367273 -631.8946015 -633.0479454 -634.1967657
#> [961] -635.3410697 -636.4808648 -637.6161588 -638.7469602 -639.8732774
#> [966] -640.9951196 -642.1124962 -643.2254169 -644.3338921 -645.4379325
#> [971] -646.5375491 -647.6327535 -648.7235576 -649.8099738 -650.8920150
#> [976] -651.9696945 -653.0430261 -654.1120239 -655.1767027 -656.2370777
#> [981] -657.2931643 -658.3449788 -659.3925377 -660.4358581 -661.4749574
#> [986] -662.5098537 -663.5405655 -664.5671118 -665.5895119 -666.6077859
#> [991] -667.6219541 -668.6320375 -669.6380574 -670.6400356 -671.6379946
#> [996] -672.6319570 -673.6219462 -674.6079859 -675.5901003 -676.5683140
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_epochs[[3]]
#> [1] 454.4055495 455.1658155 455.9290346 456.6952749 457.4646025 458.2370804
#> [7] 459.0127697 459.7917284 460.5740122 461.3596743 462.1487650 462.9413324
#> [13] 463.7374214 464.5370749 465.3403327 466.1472320 466.9578076 467.7720913
#> [19] 468.5901125 469.4118978 470.2374712 471.0668539 471.9000646 472.7371193
#> [25] 473.5780314 474.4228116 475.2714681 476.1240063 476.9804292 477.8407371
#> [31] 478.7049279 479.5729968 480.4449366 481.3207377 482.2003878 483.0838724
#> [37] 483.9711745 484.8622746 485.7571512 486.6557802 487.5581352 488.4641878
#> [43] 489.3739073 490.2872608 491.2042132 492.1247276 493.0487647 493.9762834
#> [49] 494.9072408 495.8415918 496.7792896 497.7202857 498.6645295 499.6119691
#> [55] 500.5625507 501.5162190 502.4729171 503.4325865 504.3951676 505.3605990
#> [61] 506.3288183 507.2997616 508.2733640 509.2495594 510.2282803 511.2094587
#> [67] 512.1930251 513.1789096 514.1670410 515.1573476 516.1497569 517.1441956
#> [73] 518.1405901 519.1388660 520.1389485 521.1407625 522.1442324 523.1492824
#> [79] 524.1558365 525.1638184 526.1731520 527.1837609 528.1955689 529.2084998
#> [85] 530.2224776 531.2374265 532.2532711 533.2699362 534.2873470 535.3054294
#> [91] 536.3241096 537.3433145 538.3629715 539.3830090 540.4033560 541.4239421
#> [97] 542.4446983 543.4655560 544.4864480 545.5073079 546.5280704 547.5486716
#> [103] 548.5690486 549.5891397 550.6088847 551.6282246 552.6471017 553.6654601
#> [109] 554.6832451 555.7004035 556.7168839 557.7326363 558.7476125 559.7617658
#> [115] 560.7750516 561.7874266 562.7988496 563.8092812 564.8186837 565.8270214
#> [121] 566.8342607 567.8403695 568.8453182 569.8490787 570.8516252 571.8529339
#> [127] 572.8529830 573.8517528 574.8492257 575.8453861 576.8402205 577.8337178
#> [133] 578.8258687 579.8166661 580.8061052 581.7941830 582.7808991 583.7662549
#> [139] 584.7502539 585.7329021 586.7142071 587.6941791 588.6728301 589.6501743
#> [145] 590.6262279 591.6010094 592.5745389 593.5468390 594.5179341 595.4878504
#> [151] 596.4566164 597.4242622 598.3908201 599.3563240 600.3208099 601.2843153
#> [157] 602.2468798 603.2085445 604.1693522 605.1293475 606.0885765 607.0470868
#> [163] 608.0049277 608.9621498 609.9188052 610.8749474 611.8306312 612.7859126
#> [169] 613.7408489 614.6954985 615.6499209 616.6041767 617.5583274 618.5124355
#> [175] 619.4665643 620.4207778 621.3751409 622.3297190 623.2845782 624.2397850
#> [181] 625.1954065 626.1515100 627.1081633 628.0654342 629.0233909 629.9821015
#> [187] 630.9416341 631.9020569 632.8634378 633.8258445 634.7893443 635.7540044
#> [193] 636.7198913 637.6870710 638.6556088 639.6255695 640.5970169 641.5700140
#> [199] 642.5446229 643.5209046 644.4989189 645.4787246 646.4603792 647.4439385
#> [205] 648.4294573 649.4169886 650.4065839 651.3982928 652.3921634 653.3882418
#> [211] 654.3865722 655.3871968 656.3901555 657.3954863 658.4032249 659.4134044
#> [217] 660.4260558 661.4412075 662.4588853 663.4791124 664.5019092 665.5272935
#> [223] 666.5552800 667.5858808 668.6191047 669.6549575 670.6934420 671.7345576
#> [229] 672.7783007 673.8246641 674.8736375 675.9252069 676.9793549 678.0360605
#> [235] 679.0952992 680.1570428 681.2212592 682.2879128 683.3569640 684.4283694
#> [241] 685.5020816 686.5780495 687.6562178 688.7365271 689.8189142 690.9033116
#> [247] 691.9896477 693.0778469 694.1678292 695.2595105 696.3528024 697.4476124
#> [253] 698.5438436 699.6413948 700.7401605 701.8400310 702.9408922 704.0426256
#> [259] 705.1451085 706.2482139 707.3518102 708.4557617 709.5599284 710.6641659
#> [265] 711.7683255 712.8722541 713.9757947 715.0787856 716.1810611 717.2824513
#> [271] 718.3827820 719.4818750 720.5795479 721.6756141 722.7698832 723.8621605
#> [277] 724.9522475 726.0399418 727.1250370 728.2073230 729.2865858 730.3626076
#> [283] 731.4351673 732.5040398 733.5689965 734.6298055 735.6862315 736.7380354
#> [289] 737.7849755 738.8268062 739.8632794 740.8941434 741.9191438 742.9380234
#> [295] 743.9505219 744.9563764 745.9553214 746.9470889 747.9314083 748.9080066
#> [301] 749.8766088 750.8369373 751.7887129 752.7316540 753.6654774 754.5898980
#> [307] 755.5046291 756.4093823 757.3038680 758.1877950 759.0608710 759.9228026
#> [313] 760.7732954 761.6120539 762.4387821 763.2531831 764.0549597 764.8438141
#> [319] 765.6194483 766.3815640 767.1298629 767.8640467 768.5838175 769.2888773
#> [325] 769.9789290 770.6536756 771.3128212 771.9560702 772.5831285 773.1937026
#> [331] 773.7875003 774.3642307 774.9236045 775.4653336 775.9891319 776.4947148
#> [337] 776.9817999 777.4501067 777.8993569 778.3292744 778.7395856 779.1300194
#> [343] 779.5003075 779.8501841 780.1793864 780.4876549 780.7747327 781.0403666
#> [349] 781.2843066 781.5063060 781.7061221 781.8835155 782.0382507 782.1700964
#> [355] 782.2788251 782.3642133 782.4260420 782.4640965 782.4781664 782.4680460
#> [361] 782.4335341 782.3744345 782.2905555 782.1817106 782.0477181 781.8884016
#> [367] 781.7035898 781.4931166 781.2568215 780.9945492 780.7061501 780.3914800
#> [373] 780.0504005 779.6827789 779.2884884 778.8674079 778.4194224 777.9444229
#> [379] 777.4423062 776.9129756 776.3563403 775.7723158 775.1608239 774.5217927
#> [385] 773.8551565 773.1608563 772.4388392 771.6890591 770.9114761 770.1060571
#> [391] 769.2727754 768.4116108 767.5225500 766.6055860 765.6607186 764.6879543
#> [397] 763.6873060 762.6587936 761.6024436 760.5182888 759.4063692 758.2667311
#> [403] 757.0994277 755.9045185 754.6820701 753.4321552 752.1548537 750.8502514
#> [409] 749.5184413 748.1595224 746.7736005 745.3607878 743.9212029 742.4549708
#> [415] 740.9622228 739.4430966 737.8977360 736.3262913 734.7289187 733.1057805
#> [421] 731.4570452 729.7828872 728.0834869 726.3590304 724.6097098 722.8357229
#> [427] 721.0372730 719.2145691 717.3678258 715.4972629 713.6031057 711.6855849
#> [433] 709.7449361 707.7814003 705.7952232 703.7866557 701.7559535 699.7033768
#> [439] 697.6291908 695.5336649 693.4170732 691.2796941 689.1218102 686.9437083
#> [445] 684.7456791 682.5280174 680.2910218 678.0349946 675.7602416 673.4670723
#> [451] 671.1557995 668.8267392 666.4802106 664.1165360 661.7360406 659.3390524
#> [457] 656.9259021 654.4969229 652.0524507 649.5928234 647.1183814 644.6294671
#> [463] 642.1264247 639.6096006 637.0793427 634.5360005 631.9799252 629.4114691
#> [469] 626.8309860 624.2388306 621.6353588 619.0209272 616.3958933 613.7606153
#> [475] 611.1154517 608.4607616 605.7969044 603.1242393 600.4431261 597.7539241
#> [481] 595.0569926 592.3526906 589.6413765 586.9234084 584.1991436 581.4689387
#> [487] 578.7331493 575.9921302 573.2462351 570.4958162 567.7412248 564.9828104
#> [493] 562.2209213 559.4559040 556.6881031 553.9178619 551.1455211 548.3714199
#> [499] 545.5958951 542.8192815 540.0419112 537.2641143 534.4862182 531.7085479
#> [505] 528.9314253 526.1551702 523.3800989 520.6065252 517.8347599 515.0651104
#> [511] 512.2978813 509.5333739 506.7718860 504.0137123 501.2591440 498.5084686
#> [517] 495.7619703 493.0199295 490.2826231 487.5503241 484.8233018 482.1018215
#> [523] 479.3861449 476.6765295 473.9732288 471.2764925 468.5865659 465.9036905
#> [529] 463.2281033 460.5600375 457.8997217 455.2473804 452.6032339 449.9674981
#> [535] 447.3403844 444.7221001 442.1128480 439.5128264 436.9222292 434.3412461
#> [541] 431.7700620 429.2088576 426.6578090 424.1170877 421.5868611 419.0672917
#> [547] 416.5585376 414.0607527 411.5740861 409.0986825 406.6346821 404.1822208
#> [553] 401.7414298 399.3124360 396.8953618 394.4903254 392.0974402 389.7168156
#> [559] 387.3485563 384.9927631 382.6495320 380.3189550 378.0011198 375.6961098
#> [565] 373.4040043 371.1248783 368.8588027 366.6058444 364.3660660 362.1395262
#> [571] 359.9262798 357.7263775 355.5398660 353.3667883 351.2071835 349.0610869
#> [577] 346.9285300 344.8095406 342.7041430 340.6123576 338.5342015 336.4696881
#> [583] 334.4188275 332.3816262 330.3580874 328.3482111 326.3519939 324.3694292
#> [589] 322.4005073 320.4452154 318.5035375 316.5754549 314.6609456 312.7599850
#> [595] 310.8725455 308.9985969 307.1381061 305.2910375 303.4573527 301.6370109
#> [601] 299.8299689 298.0361807 296.2555984 294.4881714 292.7338471 290.9925706
#> [607] 289.2642847 287.5489303 285.8464463 284.1567694 282.4798346 280.8155749
#> [613] 279.1639215 277.5248040 275.8981501 274.2838859 272.6819360 271.0922233
#> [619] 269.5146695 267.9491946 266.3957173 264.8541550 263.3244238 261.8064386
#> [625] 260.3001131 258.8053600 257.3220907 255.8502158 254.3896447 252.9402861
#> [631] 251.5020476 250.0748362 248.6585579 247.2531182 245.8584215 244.4743719
#> [637] 243.1008728 241.7378269 240.3851365 239.0427034 237.7104289 236.3882138
#> [643] 235.0759588 233.7735640 232.4809292 231.1979541 229.9245381 228.6605804
#> [649] 227.4059800 226.1606357 224.9244465 223.6973109 222.4791277 221.2697955
#> [655] 220.0692132 218.8772793 217.6938927 216.5189524 215.3523573 214.1940067
#> [661] 213.0437999 211.9016364 210.7674162 209.6410391 208.5224055 207.4114159
#> [667] 206.3079712 205.2119725 204.1233215 203.0419199 201.9676700 200.9004745
#> [673] 199.8402364 198.7868590 197.7402464 196.7003028 195.6669330 194.6400423
#> [679] 193.6195364 192.6053215 191.5973043 190.5953921 189.5994926 188.6095141
#> [685] 187.6253654 186.6469559 185.6741954 184.7069945 183.7452641 182.7889159
#> [691] 181.8378620 180.8920153 179.9512889 179.0155969 178.0848538 177.1589746
#> [697] 176.2378751 175.3214717 174.4096811 173.5024209 172.5996093 171.7011649
#> [703] 170.8070071 169.9170559 169.0312317 168.1494558 167.2716500 166.3977366
#> [709] 165.5276386 164.6612796 163.7985839 162.9394762 162.0838820 161.2317274
#> [715] 160.3829390 159.5374440 158.6951702 157.8560462 157.0200010 156.1869642
#> [721] 155.3568661 154.5296376 153.7052100 152.8835154 152.0644865 151.2480564
#> [727] 150.4341589 149.6227285 148.8137000 148.0070091 147.2025919 146.4003851
#> [733] 145.6003259 144.8023523 144.0064027 143.2124161 142.4203321 141.6300909
#> [739] 140.8416332 140.0549003 139.2698340 138.4863768 137.7044718 136.9240625
#> [745] 136.1450929 135.3675079 134.5912527 133.8162732 133.0425157 132.2699272
#> [751] 131.4984552 130.7280479 129.9586539 129.1902225 128.4227033 127.6560469
#> [757] 126.8902041 126.1251264 125.3607660 124.5970754 123.8340079 123.0715173
#> [763] 122.3095579 121.5480846 120.7870531 120.0264194 119.2661401 118.5061726
#> [769] 117.7464747 116.9870049 116.2277220 115.4685859 114.7095566 113.9505950
#> [775] 113.1916624 112.4327209 111.6737330 110.9146620 110.1554716 109.3961263
#> [781] 108.6365910 107.8768314 107.1168138 106.3565048 105.5958722 104.8348838
#> [787] 104.0735084 103.3117153 102.5494746 101.7867566 101.0235328 100.2597747
#> [793] 99.4954550 98.7305467 97.9650235 97.1988597 96.4320303 95.6645110
#> [799] 94.8962780 94.1273081 93.3575789 92.5870685 91.8157556 91.0436198
#> [805] 90.2706410 89.4968000 88.7220780 87.9464571 87.1699196 86.3924490
#> [811] 85.6140290 84.8346440 84.0542792 83.2729202 82.4905534 81.7071656
#> [817] 80.9227445 80.1372782 79.3507554 78.5631655 77.7744985 76.9847448
#> [823] 76.1938958 75.4019429 74.6088787 73.8146958 73.0193878 72.2229487
#> [829] 71.4253730 70.6266558 69.8267928 69.0257801 68.2236144 67.4202929
#> [835] 66.6158135 65.8101742 65.0033739 64.1954117 63.3862874 62.5760011
#> [841] 61.7645535 60.9519455 60.1381787 59.3232550 58.5071768 57.6899468
#> [847] 56.8715682 56.0520445 55.2313796 54.4095779 53.5866438 52.7625823
#> [853] 51.9373989 51.1110989 50.2836884 49.4551735 48.6255607 47.7948567
#> [859] 46.9630684 46.1302031 45.2962682 44.4612712 43.6252201 42.7881228
#> [865] 41.9499875 41.1108225 40.2706362 39.4294373 38.5872345 37.7440364
#> [871] 36.8998520 36.0546902 35.2085600 34.3614703 33.5134303 32.6644489
#> [877] 31.8145353 30.9636984 30.1119472 29.2592906 28.4057376 27.5512968
#> [883] 26.6959771 25.8397870 24.9827350 24.1248294 23.2660785 22.4064903
#> [889] 21.5460726 20.6848332 19.8227796 18.9599190 18.0962585 17.2318049
#> [895] 16.3665649 15.5005447 14.6337504 13.7661878 12.8978624 12.0287794
#> [901] 11.1589437 10.2883598 9.4170319 8.5449640 7.6721597 6.7986221
#> [907] 5.9243540 5.0493579 4.1736360 3.2971899 2.4200209 1.5421299
#> [913] 0.6635175 -0.2158162 -1.0958716 -1.9766493 -2.8581506 -3.7403769
#> [919] -4.6233303 -5.5070133 -6.3914286 -7.2765795 -8.1624699 -9.0491038
#> [925] -9.9364859 -10.8246212 -11.7135151 -12.6031737 -13.4936031 -14.3848103
#> [931] -15.2768024 -16.1695870 -17.0631722 -17.9575665 -18.8527787 -19.7488181
#> [937] -20.6456945 -21.5434179 -22.4419988 -23.3414481 -24.2417771 -25.1429973
#> [943] -26.0451208 -26.9481599 -27.8521273 -28.7570359 -29.6628993 -30.5697309
#> [949] -31.4775449 -32.3863554 -33.2961770 -34.2070245 -35.1189131 -36.0318580
#> [955] -36.9458748 -37.8609792 -38.7771874 -39.6945154 -40.6129796 -41.5325966
#> [961] -42.4533829 -43.3753556 -44.2985314 -45.2229273 -46.1485607 -47.0754485
#> [967] -48.0036081 -48.9330567 -49.8638117 -50.7958903 -51.7293099 -52.6640877
#> [973] -53.6002409 -54.5377868 -55.4767422 -56.4171243 -57.3589498 -58.3022354
#> [979] -59.2469978 -60.1932531 -61.1410177 -62.0903074 -63.0411380 -63.9935249
#> [985] -64.9474833 -65.9030282 -66.8601741 -67.8189353 -68.7793257 -69.7413589
#> [991] -70.7050480 -71.6704058 -72.6374446 -73.6061764 -74.5766126 -75.5487641
#> [997] -76.5226415 -77.4982546 -78.4756130 -79.4547255
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_epochs[[4]]
#> [1] -348.7060 -349.0138 -349.3177 -349.6179 -349.9142 -350.2066 -350.4951
#> [8] -350.7797 -351.0604 -351.3372 -351.6101 -351.8789 -352.1439 -352.4048
#> [15] -352.6618 -352.9148 -353.1637 -353.4087 -353.6496 -353.8866 -354.1195
#> [22] -354.3483 -354.5732 -354.7940 -355.0108 -355.2235 -355.4322 -355.6369
#> [29] -355.8375 -356.0341 -356.2267 -356.4153 -356.5999 -356.7805 -356.9570
#> [36] -357.1296 -357.2983 -357.4629 -357.6236 -357.7804 -357.9333 -358.0822
#> [43] -358.2273 -358.3685 -358.5059 -358.6394 -358.7691 -358.8951 -359.0172
#> [50] -359.1357 -359.2504 -359.3614 -359.4688 -359.5725 -359.6726 -359.7692
#> [57] -359.8622 -359.9517 -360.0377 -360.1202 -360.1994 -360.2751 -360.3476
#> [64] -360.4167 -360.4825 -360.5451 -360.6046 -360.6608 -360.7140 -360.7641
#> [71] -360.8112 -360.8553 -360.8964 -360.9347 -360.9701 -361.0027 -361.0325
#> [78] -361.0597 -361.0841 -361.1060 -361.1253 -361.1421 -361.1564 -361.1683
#> [85] -361.1778 -361.1851 -361.1900 -361.1928 -361.1934 -361.1919 -361.1883
#> [92] -361.1828 -361.1753 -361.1659 -361.1547 -361.1418 -361.1270 -361.1107
#> [99] -361.0927 -361.0731 -361.0521 -361.0296 -361.0057 -360.9805 -360.9540
#> [106] -360.9263 -360.8974 -360.8673 -360.8363 -360.8042 -360.7712 -360.7373
#> [113] -360.7025 -360.6670 -360.6307 -360.5938 -360.5562 -360.5181 -360.4795
#> [120] -360.4404 -360.4009 -360.3610 -360.3208 -360.2804 -360.2397 -360.1989
#> [127] -360.1580 -360.1171 -360.0761 -360.0352 -359.9943 -359.9536 -359.9131
#> [134] -359.8728 -359.8327 -359.7930 -359.7536 -359.7146 -359.6760 -359.6379
#> [141] -359.6004 -359.5633 -359.5269 -359.4911 -359.4560 -359.4215 -359.3878
#> [148] -359.3549 -359.3228 -359.2914 -359.2610 -359.2314 -359.2028 -359.1750
#> [155] -359.1483 -359.1225 -359.0978 -359.0741 -359.0514 -359.0298 -359.0093
#> [162] -358.9900 -358.9717 -358.9546 -358.9387 -358.9239 -358.9103 -358.8979
#> [169] -358.8867 -358.8767 -358.8680 -358.8604 -358.8541 -358.8490 -358.8451
#> [176] -358.8424 -358.8410 -358.8408 -358.8418 -358.8440 -358.8475 -358.8521
#> [183] -358.8579 -358.8649 -358.8731 -358.8824 -358.8929 -358.9045 -358.9172
#> [190] -358.9310 -358.9459 -358.9618 -358.9788 -358.9967 -359.0156 -359.0355
#> [197] -359.0564 -359.0781 -359.1007 -359.1241 -359.1484 -359.1734 -359.1992
#> [204] -359.2257 -359.2529 -359.2807 -359.3091 -359.3381 -359.3676 -359.3976
#> [211] -359.4281 -359.4589 -359.4901 -359.5216 -359.5533 -359.5853 -359.6175
#> [218] -359.6498 -359.6822 -359.7146 -359.7469 -359.7792 -359.8114 -359.8435
#> [225] -359.8752 -359.9068 -359.9379 -359.9687 -359.9991 -360.0290 -360.0583
#> [232] -360.0870 -360.1150 -360.1424 -360.1689 -360.1947 -360.2195 -360.2435
#> [239] -360.2664 -360.2882 -360.3090 -360.3286 -360.3469 -360.3640 -360.3798
#> [246] -360.3941 -360.4071 -360.4185 -360.4283 -360.4365 -360.4431 -360.4479
#> [253] -360.4510 -360.4522 -360.4516 -360.4490 -360.4444 -360.4378 -360.4291
#> [260] -360.4183 -360.4053 -360.3900 -360.3725 -360.3526 -360.3304 -360.3058
#> [267] -360.2787 -360.2491 -360.2169 -360.1822 -360.1449 -360.1049 -360.0622
#> [274] -360.0168 -359.9686 -359.9176 -359.8639 -359.8072 -359.7477 -359.6853
#> [281] -359.6199 -359.5516 -359.4804 -359.4061 -359.3288 -359.2485 -359.1651
#> [288] -359.0787 -358.9893 -358.8967 -358.8011 -358.7023 -358.6005 -358.4956
#> [295] -358.3876 -358.2765 -358.1623 -358.0450 -357.9247 -357.8013 -357.6748
#> [302] -357.5453 -357.4127 -357.2772 -357.1387 -356.9972 -356.8528 -356.7054
#> [309] -356.5552 -356.4021 -356.2462 -356.0876 -355.9261 -355.7620 -355.5952
#> [316] -355.4258 -355.2538 -355.0793 -354.9024 -354.7230 -354.5412 -354.3571
#> [323] -354.1707 -353.9822 -353.7916 -353.5988 -353.4041 -353.2075 -353.0090
#> [330] -352.8087 -352.6067 -352.4031 -352.1979 -351.9913 -351.7833 -351.5740
#> [337] -351.3634 -351.1518 -350.9391 -350.7255 -350.5110 -350.2958 -350.0799
#> [344] -349.8635 -349.6467 -349.4295 -349.2120 -348.9944 -348.7768 -348.5593
#> [351] -348.3420 -348.1249 -347.9083 -347.6922 -347.4768 -347.2621 -347.0484
#> [358] -346.8356 -346.6239 -346.4135 -346.2045 -345.9969 -345.7910 -345.5868
#> [365] -345.3845 -345.1841 -344.9859 -344.7900 -344.5964 -344.4054 -344.2169
#> [372] -344.0313 -343.8486 -343.6688 -343.4923 -343.3191 -343.1493 -342.9830
#> [379] -342.8205 -342.6617 -342.5070 -342.3563 -342.2099 -342.0678 -341.9302
#> [386] -341.7972 -341.6690 -341.5457 -341.4274 -341.3143 -341.2064 -341.1039
#> [393] -341.0070 -340.9157 -340.8303 -340.7507 -340.6772 -340.6098 -340.5488
#> [400] -340.4942 -340.4461 -340.4046 -340.3700 -340.3422 -340.3214 -340.3078
#> [407] -340.3014 -340.3024 -340.3109 -340.3269 -340.3506 -340.3822 -340.4216
#> [414] -340.4690 -340.5246 -340.5883 -340.6604 -340.7409 -340.8299 -340.9275
#> [421] -341.0337 -341.1488 -341.2727 -341.4056 -341.5475 -341.6986 -341.8588
#> [428] -342.0283 -342.2072 -342.3955 -342.5933 -342.8007 -343.0177 -343.2445
#> [435] -343.4810 -343.7273 -343.9835 -344.2496 -344.5258 -344.8119 -345.1082
#> [442] -345.4146 -345.7312 -346.0580 -346.3951 -346.7425 -347.1002 -347.4683
#> [449] -347.8468 -348.2356 -348.6350 -349.0448 -349.4651 -349.8959 -350.3372
#> [456] -350.7890 -351.2514 -351.7243 -352.2077 -352.7017 -353.2063 -353.7214
#> [463] -354.2470 -354.7832 -355.3298 -355.8870 -356.4547 -357.0328 -357.6214
#> [470] -358.2204 -358.8298 -359.4495 -360.0796 -360.7200 -361.3707 -362.0316
#> [477] -362.7027 -363.3839 -364.0753 -364.7767 -365.4881 -366.2094 -366.9406
#> [484] -367.6817 -368.4326 -369.1932 -369.9634 -370.7433 -371.5326 -372.3315
#> [491] -373.1397 -373.9572 -374.7839 -375.6199 -376.4648 -377.3188 -378.1817
#> [498] -379.0534 -379.9339 -380.8230 -381.7207 -382.6268 -383.5413 -384.4641
#> [505] -385.3950 -386.3341 -387.2811 -388.2360 -389.1986 -390.1689 -391.1468
#> [512] -392.1321 -393.1248 -394.1246 -395.1316 -396.1456 -397.1664 -398.1941
#> [519] -399.2283 -400.2691 -401.3163 -402.3698 -403.4294 -404.4951 -405.5667
#> [526] -406.6440 -407.7271 -408.8156 -409.9096 -411.0088 -412.1131 -413.2225
#> [533] -414.3367 -415.4557 -416.5793 -417.7074 -418.8398 -419.9764 -421.1171
#> [540] -422.2617 -423.4101 -424.5621 -425.7177 -426.8767 -428.0389 -429.2042
#> [547] -430.3725 -431.5436 -432.7174 -433.8937 -435.0725 -436.2535 -437.4367
#> [554] -438.6218 -439.8088 -440.9975 -442.1878 -443.3795 -444.5725 -445.7666
#> [561] -446.9618 -448.1578 -449.3546 -450.5520 -451.7498 -452.9480 -454.1463
#> [568] -455.3447 -456.5430 -457.7411 -458.9389 -460.1361 -461.3327 -462.5286
#> [575] -463.7236 -464.9176 -466.1104 -467.3019 -468.4921 -469.6806 -470.8676
#> [582] -472.0527 -473.2359 -474.4171 -475.5961 -476.7729 -477.9472 -479.1190
#> [589] -480.2881 -481.4545 -482.6180 -483.7785 -484.9358 -486.0900 -487.2408
#> [596] -488.3881 -489.5319 -490.6720 -491.8083 -492.9407 -494.0692 -495.1935
#> [603] -496.3137 -497.4296 -498.5410 -499.6480 -500.7504 -501.8481 -502.9410
#> [610] -504.0290 -505.1121 -506.1902 -507.2631 -508.3308 -509.3932 -510.4502
#> [617] -511.5017 -512.5477 -513.5881 -514.6228 -515.6517 -516.6747 -517.6919
#> [624] -518.7031 -519.7082 -520.7072 -521.7000 -522.6866 -523.6669 -524.6409
#> [631] -525.6084 -526.5694 -527.5240 -528.4719 -529.4133 -530.3479 -531.2759
#> [638] -532.1971 -533.1115 -534.0190 -534.9197 -535.8135 -536.7003 -537.5801
#> [645] -538.4529 -539.3186 -540.1773 -541.0289 -541.8733 -542.7106 -543.5407
#> [652] -544.3636 -545.1793 -545.9878 -546.7890 -547.5830 -548.3697 -549.1491
#> [659] -549.9213 -550.6861 -551.4437 -552.1939 -552.9369 -553.6725 -554.4009
#> [666] -555.1219 -555.8357 -556.5422 -557.2414 -557.9333 -558.6179 -559.2953
#> [673] -559.9655 -560.6284 -561.2842 -561.9327 -562.5740 -563.2082 -563.8353
#> [680] -564.4553 -565.0681 -565.6739 -566.2727 -566.8644 -567.4491 -568.0269
#> [687] -568.5978 -569.1617 -569.7188 -570.2691 -570.8125 -571.3492 -571.8791
#> [694] -572.4024 -572.9190 -573.4289 -573.9323 -574.4291 -574.9194 -575.4033
#> [701] -575.8807 -576.3517 -576.8164 -577.2748 -577.7270 -578.1729 -578.6126
#> [708] -579.0462 -579.4738 -579.8953 -580.3108 -580.7203 -581.1240 -581.5218
#> [715] -581.9138 -582.3001 -582.6806 -583.0555 -583.4247 -583.7884 -584.1465
#> [722] -584.4992 -584.8464 -585.1883 -585.5248 -585.8560 -586.1820 -586.5028
#> [729] -586.8184 -587.1289 -587.4344 -587.7349 -588.0303 -588.3209 -588.6066
#> [736] -588.8875 -589.1635 -589.4349 -589.7015 -589.9635 -590.2208 -590.4736
#> [743] -590.7219 -590.9656 -591.2050 -591.4399 -591.6704 -591.8966 -592.1185
#> [750] -592.3362 -592.5496 -592.7589 -592.9640 -593.1650 -593.3620 -593.5549
#> [757] -593.7438 -593.9287 -594.1097 -594.2868 -594.4599 -594.6293 -594.7948
#> [764] -594.9566 -595.1145 -595.2688 -595.4193 -595.5661 -595.7093 -595.8489
#> [771] -595.9848 -596.1172 -596.2459 -596.3712 -596.4929 -596.6111 -596.7258
#> [778] -596.8371 -596.9449 -597.0493 -597.1503 -597.2479 -597.3420 -597.4329
#> [785] -597.5203 -597.6045 -597.6852 -597.7627 -597.8369 -597.9078 -597.9754
#> [792] -598.0397 -598.1007 -598.1585 -598.2130 -598.2643 -598.3124 -598.3572
#> [799] -598.3988 -598.4372 -598.4723 -598.5043 -598.5331 -598.5586 -598.5810
#> [806] -598.6001 -598.6161 -598.6289 -598.6384 -598.6448 -598.6481 -598.6481
#> [813] -598.6449 -598.6386 -598.6291 -598.6164 -598.6005 -598.5814 -598.5592
#> [820] -598.5338 -598.5052 -598.4734 -598.4384 -598.4002 -598.3589 -598.3144
#> [827] -598.2667 -598.2158 -598.1617 -598.1045 -598.0440 -597.9804 -597.9136
#> [834] -597.8436 -597.7704 -597.6941 -597.6145 -597.5318 -597.4459 -597.3568
#> [841] -597.2646 -597.1692 -597.0706 -596.9688 -596.8639 -596.7558 -596.6445
#> [848] -596.5301 -596.4125 -596.2918 -596.1680 -596.0410 -595.9109 -595.7776
#> [855] -595.6413 -595.5018 -595.3593 -595.2136 -595.0648 -594.9130 -594.7581
#> [862] -594.6002 -594.4392 -594.2751 -594.1081 -593.9380 -593.7649 -593.5888
#> [869] -593.4098 -593.2278 -593.0428 -592.8549 -592.6641 -592.4703 -592.2737
#> [876] -592.0742 -591.8719 -591.6667 -591.4586 -591.2478 -591.0342 -590.8178
#> [883] -590.5987 -590.3768 -590.1523 -589.9250 -589.6951 -589.4625 -589.2273
#> [890] -588.9895 -588.7491 -588.5062 -588.2607 -588.0127 -587.7623 -587.5093
#> [897] -587.2539 -586.9961 -586.7359 -586.4734 -586.2084 -585.9412 -585.6717
#> [904] -585.3999 -585.1259 -584.8497 -584.5713 -584.2907 -584.0080 -583.7231
#> [911] -583.4362 -583.1473 -582.8563 -582.5633 -582.2683 -581.9714 -581.6726
#> [918] -581.3719 -581.0693 -580.7649 -580.4586 -580.1506 -579.8408 -579.5293
#> [925] -579.2161 -578.9012 -578.5846 -578.2664 -577.9466 -577.6253 -577.3023
#> [932] -576.9779 -576.6519 -576.3245 -575.9956 -575.6653 -575.3336 -575.0005
#> [939] -574.6660 -574.3302 -573.9930 -573.6546 -573.3149 -572.9740 -572.6318
#> [946] -572.2884 -571.9438 -571.5980 -571.2511 -570.9031 -570.5539 -570.2036
#> [953] -569.8522 -569.4998 -569.1463 -568.7918 -568.4363 -568.0797 -567.7221
#> [960] -567.3636 -567.0041 -566.6436 -566.2822 -565.9198 -565.5566 -565.1924
#> [967] -564.8272 -564.4612 -564.0943 -563.7265 -563.3578 -562.9882 -562.6177
#> [974] -562.2464 -561.8742 -561.5012 -561.1272 -560.7525 -560.3768 -560.0003
#> [981] -559.6229 -559.2447 -558.8656 -558.4856 -558.1047 -557.7230 -557.3404
#> [988] -556.9569 -556.5725 -556.1871 -555.8009 -555.4137 -555.0257 -554.6366
#> [995] -554.2466 -553.8557 -553.4638 -553.0709 -552.6769 -552.2820
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_epochs[[5]]
#> [1] 65.5639649 65.5089311 65.4597465 65.4163732 65.3787713
#> [6] 65.3468984 65.3207103 65.3001604 65.2852002 65.2757790
#> [11] 65.2718440 65.2733404 65.2802114 65.2923981 65.3098396
#> [16] 65.3324731 65.3602337 65.3930549 65.4308678 65.4736020
#> [21] 65.5211851 65.5735429 65.6305993 65.6922766 65.7584951
#> [26] 65.8291737 65.9042293 65.9835773 66.0671314 66.1548038
#> [31] 66.2465050 66.3421441 66.4416287 66.5448646 66.6517567
#> [36] 66.7622081 66.8761208 66.9933952 67.1139307 67.2376253
#> [41] 67.3643759 67.4940780 67.6266263 67.7619141 67.8998340
#> [46] 68.0402772 68.1831343 68.3282947 68.4756472 68.6250796
#> [51] 68.7764789 68.9297314 69.0847227 69.2413378 69.3994611
#> [56] 69.5589764 69.7197670 69.8817157 70.0447050 70.2086168
#> [61] 70.3733331 70.5387352 70.7047044 70.8711219 71.0378685
#> [66] 71.2048253 71.3718730 71.5388927 71.7057652 71.8723718
#> [71] 72.0385937 72.2043125 72.3694099 72.5337683 72.6972700
#> [76] 72.8597981 73.0212360 73.1814677 73.3403778 73.4978515
#> [81] 73.6537747 73.8080340 73.9605168 74.1111115 74.2597072
#> [86] 74.4061938 74.5504626 74.6924055 74.8319157 74.9688877
#> [91] 75.1032167 75.2347996 75.3635344 75.4893202 75.6120577
#> [96] 75.7316491 75.8479978 75.9610089 76.0705889 76.1766459
#> [101] 76.2790897 76.3778318 76.4727853 76.5638652 76.6509880
#> [106] 76.7340724 76.8130387 76.8878093 76.9583083 77.0244621
#> [111] 77.0861989 77.1434490 77.1961447 77.2442207 77.2876134
#> [116] 77.3262619 77.3601070 77.3890922 77.4131629 77.4322670
#> [121] 77.4463546 77.4553784 77.4592931 77.4580560 77.4516268
#> [126] 77.4399676 77.4230430 77.4008201 77.3732682 77.3403596
#> [131] 77.3020687 77.2583725 77.2092508 77.1546857 77.0946619
#> [136] 77.0291667 76.9581900 76.8817243 76.7997647 76.7123088
#> [141] 76.6193568 76.5209116 76.4169787 76.3075659 76.1926841
#> [146] 76.0723463 75.9465684 75.8153687 75.6787680 75.5367899
#> [151] 75.3894604 75.2368080 75.0788636 74.9156610 74.7472360
#> [156] 74.5736271 74.3948753 74.2110239 74.0221187 73.8282077
#> [161] 73.6293414 73.4255725 73.2169563 73.0035500 72.7854131
#> [166] 72.5626076 72.3351973 72.1032483 71.8668288 71.6260091
#> [171] 71.3808615 71.1314603 70.8778816 70.6202037 70.3585064
#> [176] 70.0928716 69.8233829 69.5501256 69.2731867 68.9926548
#> [181] 68.7086201 68.4211743 68.1304107 67.8364239 67.5393100
#> [186] 67.2391661 66.9360910 66.6301844 66.3215474 66.0102818
#> [191] 65.6964908 65.3802785 65.0617497 64.7410104 64.4181670
#> [196] 64.0933268 63.7665979 63.4380889 63.1079087 62.7761669
#> [201] 62.4429736 62.1084389 61.7726735 61.4357880 61.0978934
#> [206] 60.7591006 60.4195206 60.0792640 59.7384418 59.3971643
#> [211] 59.0555417 58.7136839 58.3717002 58.0296997 57.6877906
#> [216] 57.3460806 57.0046768 56.6636853 56.3232115 55.9833598
#> [221] 55.6442337 55.3059356 54.9685668 54.6322272 54.2970156
#> [226] 53.9630296 53.6303651 53.2991168 52.9693775 52.6412388
#> [231] 52.3147904 51.9901202 51.6673144 51.3464574 51.0276314
#> [236] 50.7109169 50.3963921 50.0841332 49.7742143 49.4667070
#> [241] 49.1616807 48.8592025 48.5593371 48.2621466 47.9676906
#> [246] 47.6760262 47.3872077 47.1012869 46.8183126 46.5383310
#> [251] 46.2613855 45.9875164 45.7167611 45.4491543 45.1847273
#> [256] 44.9235085 44.6655232 44.4107936 44.1593385 43.9111737
#> [261] 43.6663117 43.4247616 43.1865293 42.9516173 42.7200247
#> [266] 42.4917471 42.2667770 42.0451031 41.8267107 41.6115817
#> [271] 41.3996944 41.1910237 40.9855407 40.7832132 40.5840053
#> [276] 40.3878774 40.1947867 40.0046863 39.8175262 39.6332523
#> [281] 39.4518074 39.2731302 39.0971563 38.9238174 38.7530416
#> [286] 38.5847536 38.4188745 38.2553216 38.0940092 37.9348474
#> [291] 37.7777434 37.6226006 37.4693190 37.3177953 37.1679225
#> [296] 37.0195906 36.8726859 36.7270916 36.5826876 36.4393506
#> [301] 36.2969538 36.1553676 36.0144590 35.8740921 35.7341279
#> [306] 35.5944244 35.4548365 35.3152165 35.1754136 35.0352743
#> [311] 34.8946424 34.7533590 34.6112625 34.4681888 34.3239713
#> [316] 34.1784409 34.0314262 33.8827534 33.7322466 33.5797274
#> [321] 33.4250158 33.2679292 33.1082835 32.9458924 32.7805680
#> [326] 32.6121205 32.4403585 32.2650889 32.0861174 31.9032479
#> [331] 31.7162832 31.5250247 31.3292728 31.1288265 30.9234842
#> [336] 30.7130429 30.4972992 30.2760487 30.0490863 29.8162066
#> [341] 29.5772033 29.3318701 29.0800002 28.8213866 28.5558222
#> [346] 28.2830998 28.0030123 27.7153528 27.4199145 27.1164912
#> [351] 26.8048768 26.4848660 26.1562539 25.8188364 25.4724102
#> [356] 25.1167729 24.7517229 24.3770600 23.9925848 23.5980995
#> [361] 23.1934073 22.7783131 22.3526232 21.9161456 21.4686899
#> [366] 21.0100675 20.5400917 20.0585777 19.5653430 19.0602069
#> [371] 18.5429911 18.0135195 17.4716185 16.9171169 16.3498460
#> [376] 15.7696399 15.1763351 14.5697712 13.9497903 13.3162378
#> [381] 12.6689619 12.0078139 11.3326481 10.6433223 9.9396973
#> [386] 9.2216375 8.4890105 7.7416875 6.9795431 6.2024555
#> [391] 5.4103068 4.6029826 3.7803721 2.9423686 2.0888692
#> [396] 1.2197748 0.3349904 -0.5655752 -1.4820089 -2.4143937
#> [401] -3.3628084 -4.3273277 -5.3080219 -6.3049573 -7.3181958
#> [406] -8.3477951 -9.3938085 -10.4562849 -11.5352689 -12.6308008
#> [411] -13.7429163 -14.8716468 -16.0170192 -17.1790559 -18.3577750
#> [416] -19.5531900 -20.7653099 -21.9941392 -23.2396779 -24.5019218
#> [421] -25.7808617 -27.0764844 -28.3887719 -29.7177020 -31.0632477
#> [426] -32.4253778 -33.8040567 -35.1992443 -36.6108960 -38.0389631
#> [431] -39.4833923 -40.9441262 -42.4211028 -43.9142561 -45.4235158
#> [436] -46.9488074 -48.4900522 -50.0471673 -51.6200658 -53.2086569
#> [441] -54.8128455 -56.4325327 -58.0676157 -59.7179877 -61.3835383
#> [446] -63.0641531 -64.7597142 -66.4700999 -68.1951849 -69.9348405
#> [451] -71.6889342 -73.4573306 -75.2398904 -77.0364713 -78.8469277
#> [456] -80.6711108 -82.5088689 -84.3600470 -86.2244872 -88.1020290
#> [461] -89.9925086 -91.8957599 -93.8116140 -95.7398993 -97.6804417
#> [466] -99.6330649 -101.5975900 -103.5738360 -105.5616195 -107.5607551
#> [471] -109.5710555 -111.5923312 -113.6243911 -115.6670421 -117.7200894
#> [476] -119.7833369 -121.8565865 -123.9396390 -126.0322938 -128.1343488
#> [481] -130.2456011 -132.3658462 -134.4948791 -136.6324935 -138.7784825
#> [486] -140.9326382 -143.0947522 -145.2646155 -147.4420186 -149.6267515
#> [491] -151.8186040 -154.0173655 -156.2228254 -158.4347730 -160.6529974
#> [496] -162.8772881 -165.1074345 -167.3432265 -169.5844541 -171.8309080
#> [501] -174.0823790 -176.3386588 -178.5995398 -180.8648148 -183.1342776
#> [506] -185.4077230 -187.6849465 -189.9657448 -192.2499158 -194.5372582
#> [511] -196.8275724 -199.1206599 -201.4163234 -203.7143673 -206.0145976
#> [516] -208.3168215 -210.6208482 -212.9264885 -215.2335548 -217.5418615
#> [521] -219.8512249 -222.1614631 -224.4723963 -226.7838467 -229.0956385
#> [526] -231.4075983 -233.7195546 -236.0313383 -238.3427826 -240.6537229
#> [531] -242.9639972 -245.2734456 -247.5819110 -249.8892384 -252.1952757
#> [536] -254.4998731 -256.8028835 -259.1041624 -261.4035679 -263.7009609
#> [541] -265.9962048 -268.2891658 -270.5797131 -272.8677183 -275.1530560
#> [546] -277.4356035 -279.7152409 -281.9918513 -284.2653204 -286.5355370
#> [551] -288.8023926 -291.0657816 -293.3256013 -295.5817517 -297.8341360
#> [556] -300.0826601 -302.3272327 -304.5677655 -306.8041729 -309.0363725
#> [561] -311.2642843 -313.4878315 -315.7069400 -317.9215385 -320.1315585
#> [566] -322.3369344 -324.5376032 -326.7335048 -328.9245817 -331.1107792
#> [571] -333.2920454 -335.4683309 -337.6395889 -339.8057754 -341.9668488
#> [576] -344.1227702 -346.2735032 -348.4190138 -350.5592705 -352.6942444
#> [581] -354.8239088 -356.9482393 -359.0672141 -361.1808135 -363.2890200
#> [586] -365.3918184 -367.4891956 -369.5811407 -371.6676450 -373.7487014
#> [591] -375.8243053 -377.8944538 -379.9591459 -382.0183825 -384.0721663
#> [596] -386.1205019 -388.1633954 -390.2008547 -392.2328894 -394.2595104
#> [601] -396.2807304 -398.2965635 -400.3070252 -402.3121324 -404.3119032
#> [606] -406.3063572 -408.2955151 -410.2793988 -412.2580312 -414.2314366
#> [611] -416.1996399 -418.1626673 -420.1205457 -422.0733031 -424.0209681
#> [616] -425.9635702 -427.9011395 -429.8337070 -431.7613040 -433.6839626
#> [621] -435.6017154 -437.5145953 -439.4226359 -441.3258709 -443.2243345
#> [626] -445.1180612 -447.0070855 -448.8914424 -450.7711669 -452.6462940
#> [631] -454.5168590 -456.3828969 -458.2444429 -460.1015320 -461.9541993
#> [636] -463.8024794 -465.6464071 -467.4860166 -469.3213420 -471.1524171
#> [641] -472.9792754 -474.8019499 -476.6204732 -478.4348776 -480.2451947
#> [646] -482.0514557 -483.8536914 -485.6519318 -487.4462063 -489.2365439
#> [651] -491.0229727 -492.8055202 -494.5842133 -496.3590781 -498.1301399
#> [656] -499.8974233 -501.6609520 -503.4207491 -505.1768367 -506.9292360
#> [661] -508.6779676 -510.4230510 -512.1645049 -513.9023471 -515.6365945
#> [666] -517.3672631 -519.0943678 -520.8179229 -522.5379415 -524.2544358
#> [671] -525.9674172 -527.6768959 -529.3828813 -531.0853819 -532.7844052
#> [676] -534.4799577 -536.1720449 -537.8606716 -539.5458414 -541.2275572
#> [681] -542.9058207 -544.5806330 -546.2519940 -547.9199030 -549.5843581
#> [686] -551.2453568 -552.9028956 -554.5569701 -556.2075753 -557.8547051
#> [691] -559.4983529 -561.1385110 -562.7751713 -564.4083247 -566.0379614
#> [696] -567.6640709 -569.2866423 -570.9056636 -572.5211226 -574.1330061
#> [701] -575.7413006 -577.3459919 -578.9470653 -580.5445058 -582.1382975
#> [706] -583.7284244 -585.3148700 -586.8976174 -588.4766491 -590.0519477
#> [711] -591.6234952 -593.1912734 -594.7552639 -596.3154479 -597.8718066
#> [716] -599.4243211 -600.9729723 -602.5177409 -604.0586077 -605.5955533
#> [721] -607.1285586 -608.6576044 -610.1826713 -611.7037405 -613.2207929
#> [726] -614.7338099 -616.2427728 -617.7476635 -619.2484637 -620.7451558
#> [731] -622.2377223 -623.7261462 -625.2104108 -626.6904999 -628.1663975
#> [736] -629.6380884 -631.1055578 -632.5687914 -634.0277754 -635.4824967
#> [741] -636.9329428 -638.3791019 -639.8209628 -641.2585150 -642.6917488
#> [746] -644.1206551 -645.5452257 -646.9654532 -648.3813310 -649.7928533
#> [751] -651.2000152 -652.6028128 -654.0012428 -655.3953032 -656.7849927
#> [756] -658.1703109 -659.5512586 -660.9278375 -662.3000502 -663.6679005
#> [761] -665.0313931 -666.3905338 -667.7453294 -669.0957878 -670.4419180
#> [766] -671.7837301 -673.1212352 -674.4544456 -675.7833746 -677.1080366
#> [771] -678.4284473 -679.7446232 -681.0565822 -682.3643431 -683.6679259
#> [776] -684.9673518 -686.2626429 -687.5538226 -688.8409151 -690.1239461
#> [781] -691.4029421 -692.6779307 -693.9489405 -695.2160014 -696.4791441
#> [786] -697.7384004 -698.9938032 -700.2453861 -701.4931841 -702.7372329
#> [791] -703.9775692 -705.2142305 -706.4472555 -707.6766836 -708.9025550
#> [796] -710.1249108 -711.3437930 -712.5592444 -713.7713083 -714.9800291
#> [801] -716.1854517 -717.3876217 -718.5865854 -719.7823898 -720.9750822
#> [806] -722.1647109 -723.3513243 -724.5349716 -725.7157024 -726.8935666
#> [811] -728.0686146 -729.2408972 -730.4104654 -731.5773706 -732.7416643
#> [816] -733.9033984 -735.0626249 -736.2193958 -737.3737634 -738.5257800
#> [821] -739.6754977 -740.8229689 -741.9682457 -743.1113802 -744.2524243
#> [826] -745.3914298 -746.5284480 -747.6635303 -748.7967274 -749.9280901
#> [831] -751.0576682 -752.1855117 -753.3116695 -754.4361905 -755.5591226
#> [836] -756.6805134 -757.8004097 -758.9188575 -760.0359022 -761.1515885
#> [841] -762.2659601 -763.3790598 -764.4909297 -765.6016108 -766.7111431
#> [846] -767.8195657 -768.9269166 -770.0332325 -771.1385493 -772.2429014
#> [851] -773.3463222 -774.4488437 -775.5504967 -776.6513107 -777.7513137
#> [856] -778.8505325 -779.9489924 -781.0467172 -782.1437292 -783.2400493
#> [861] -784.3356968 -785.4306893 -786.5250431 -787.6187725 -788.7118905
#> [866] -789.8044082 -790.8963351 -791.9876789 -793.0784456 -794.1686395
#> [871] -795.2582631 -796.3473170 -797.4358002 -798.5237096 -799.6110405
#> [876] -800.6977861 -801.7839381 -802.8694860 -803.9544176 -805.0387187
#> [881] -806.1223732 -807.2053632 -808.2876690 -809.3692687 -810.4501387
#> [886] -811.5302534 -812.6095855 -813.6881056 -814.7657824 -815.8425829
#> [891] -816.9184721 -817.9934131 -819.0673673 -820.1402942 -821.2121514
#> [896] -822.2828947 -823.3524782 -824.4208543 -825.4879733 -826.5537842
#> [901] -827.6182340 -828.6812681 -829.7428304 -830.8028628 -831.8613060
#> [906] -832.9180988 -833.9731787 -835.0264817 -836.0779420 -837.1274927
#> [911] -838.1750655 -839.2205904 -840.2639964 -841.3052111 -842.3441608
#> [916] -843.3807707 -844.4149649 -845.4466661 -846.4757961 -847.5022759
#> [921] -848.5260251 -849.5469627 -850.5650066 -851.5800741 -852.5920816
#> [926] -853.6009447 -854.6065785 -855.6088973 -856.6078151 -857.6032452
#> [931] -858.5951004 -859.5832933 -860.5677360 -861.5483404 -862.5250183
#> [936] -863.4976810 -864.4662401 -865.4306069 -866.3906928 -867.3464093
#> [941] -868.2976681 -869.2443809 -870.1864598 -871.1238173 -872.0563661
#> [946] -872.9840195 -873.9066913 -874.8242957 -875.7367478 -876.6439632
#> [951] -877.5458582 -878.4423501 -879.3333570 -880.2187979 -881.0985927
#> [956] -881.9726626 -882.8409297 -883.7033173 -884.5597500 -885.4101536
#> [961] -886.2544553 -887.0925836 -887.9244686 -888.7500417 -889.5692360
#> [966] -890.3819861 -891.1882285 -891.9879010 -892.7809435 -893.5672975
#> [971] -894.3469065 -895.1197157 -895.8856725 -896.6447260 -897.3968275
#> [976] -898.1419304 -898.8799900 -899.6109640 -900.3348121 -901.0514962
#> [981] -901.7609805 -902.4632316 -903.1582183 -903.8459116 -904.5262852
#> [986] -905.1993148 -905.8649788 -906.5232580 -907.1741356 -907.8175973
#> [991] -908.4536314 -909.0822284 -909.7033818 -910.3170872 -910.9233431
#> [996] -911.5221504 -912.1135125 -912.6974356 -913.2739282 -913.8430016
#>
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_means_by_epoch
#> [1] 6227.105 6286.692 5571.269 6094.719 6900.015
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_correction_method
#> [1] "subtractive"
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$baseline_cor_col_name
#> [1] "pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline"
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$info
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$info$calc_baseline
#> [1] TRUE
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$info$apply_baseline
#> [1] TRUE
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$info$baseline_type
#> [1] "sub"
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$info$baseline_events
#> [1] "DELAY_START_*" "DELAY_STOP_*"
#>
#> $baseline_pupil_raw_deblink_detransient_interpolate_lpfilt_sub_bline_epoch_prePostProbe$block_1$info$baseline_period
#> NULL
#>
#>
#>
#>
#> 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
#> $file
#> [1] "/home/sts/R/x86_64-pc-linux-gnu-library/4.3/eyeris/extdata/memory.asc"
#>
#> $timeseries
#> $timeseries$block_1
#> # A tibble: 20,767 × 13
#> block time_orig eye_x eye_y eye hz type pupil_raw pupil_raw_deblink
#> <dbl> <int> <dbl> <dbl> <chr> <dbl> <chr> <dbl> <dbl>
#> 1 1 11334491 982. 555. R 1000 diameter 6198 6198
#> 2 1 11334492 981. 554. R 1000 diameter 6201 6201
#> 3 1 11334493 981 553. R 1000 diameter 6201 6201
#> 4 1 11334494 981. 554. R 1000 diameter 6202 6202
#> 5 1 11334495 981. 554. R 1000 diameter 6202 6202
#> 6 1 11334496 981. 553 R 1000 diameter 6200 6200
#> 7 1 11334497 982. 551. R 1000 diameter 6198 6198
#> 8 1 11334498 983 550. R 1000 diameter 6196 6196
#> 9 1 11334499 984. 551. R 1000 diameter 6196 6196
#> 10 1 11334500 983. 552. R 1000 diameter 6199 6199
#> # ℹ 20,757 more rows
#> # ℹ 4 more variables: 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 × 3
#> block time text
#> <dbl> <dbl> <chr>
#> 1 1 11242177 !MODE RECORD CR 1000 2 1 R
#> 2 1 11334491 EXP_START
#> 3 1 11334491 TRIALID 22
#> 4 1 11334491 START_TRIAL_22
#> 5 1 11334491 CUE_START_22
#> 6 1 11335466 CUE_STOP_22
#> 7 1 11335467 DELAY_START_22
#> 8 1 11336473 DELAY_STOP_22
#> 9 1 11336474 PROBE_START_22
#> 10 1 11337158 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_deblink_detransient_interpolate_lpfilt_z_epoch"
#>
#> $params
#> $params$deblink
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$detransient
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$interpolate
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$lpfilt
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$z
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#> $params$epoch
#> pkgdown::build_site_github_pages(clean = TRUE, install = FALSE,
#> new_process = FALSE)
#>
#>
#> $epoch_example9
#> $epoch_example9$block_1
#> # A tibble: 5,268 × 18
#> block time_orig eye_x eye_y eye hz type pupil_raw pupil_raw_deblink
#> <dbl> <int> <dbl> <dbl> <chr> <dbl> <chr> <dbl> <dbl>
#> 1 1 11334491 982. 555. R 1000 diameter 6198 6198
#> 2 1 11334492 981. 554. R 1000 diameter 6201 6201
#> 3 1 11334493 981 553. R 1000 diameter 6201 6201
#> 4 1 11334494 981. 554. R 1000 diameter 6202 6202
#> 5 1 11334495 981. 554. R 1000 diameter 6202 6202
#> 6 1 11334496 981. 553 R 1000 diameter 6200 6200
#> 7 1 11334497 982. 551. R 1000 diameter 6198 6198
#> 8 1 11334498 983 550. R 1000 diameter 6196 6196
#> 9 1 11334499 984. 551. R 1000 diameter 6196 6196
#> 10 1 11334500 983. 552. R 1000 diameter 6199 6199
#> # ℹ 5,258 more rows
#> # ℹ 9 more variables: 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>
#>
#>
#> attr(,"class")
#> [1] "eyeris"