Stress-test an analysis under explicit synthetic corruptions

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.