stress_test_process_pipeline: Stress-test an analysis under explicit synthetic corruptions

In eyeprocess: Harmonize Eye-Tracking, Pupillometry, Biometrics, and Psychometric Process Data

Stress-test an analysis under explicit synthetic corruptions

Description

Stress-test an analysis under explicit synthetic corruptions

Usage

stress_test_process_pipeline(
  data,
  plans,
  analysis_fun,
  metric_fun = .ep09_default_sensitivity_extract,
  ...
)

Arguments

data	Baseline data.
plans	List of corruption plans.
analysis_fun	Function '(data, plan)'.
metric_fun	Function '(analysis_result, plan)' returning scalar/list/data.frame metrics.
...	Passed to 'apply_synthetic_corruption()'.

Value

An object of class "eye_process_stress_test", stored as a named list, with components "plans", "results", "baseline_hash", "created_at", "caveat". It contains stress-test an analysis under explicit synthetic corruptions and associated metadata or diagnostics needed to interpret the result.

eyeprocess documentation built on Sept. 28, 2026, 5:08 p.m.