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Audit sensitivity of process summaries to temporal window choices

Source: R/060-process-window-representations-0-8.R
audit_process_window_sensitivity.Rd

Audit sensitivity of process summaries to temporal window choices

Usage

audit_process_window_sensitivity(
  data,
  widths_ms = c(250, 500, 1000, 1500),
  steps_ms = c(100, 250, 500),
  metric = "pupil_mean",
  grid = TRUE,
  ...
)

Arguments

data

Sample-level data.

widths_ms

Window widths.

steps_ms

Step widths; recycled or crossed depending on `grid`.

metric

Extracted process metric to compare.

grid

If TRUE, evaluate all width-step combinations.

...

Passed to `extract_process_windows()`.

Value

An object of class "eye_process_window_sensitivity", stored as a named list, with components "table", "metric", "settings", "caveat". It contains sensitivity of process summaries to temporal window choices and associated metadata or diagnostics needed to interpret the result.