Compare and interpret RATE estimates from AUTOC and QINI

Usage

margot_interpret_rate_comparison(
  autoc_df,
  qini_df,
  flipped_outcomes = NULL,
  adjust_positives_only = FALSE
)

Arguments

autoc_df: Data frame of AUTOC results from margot_rate().
qini_df: Data frame of QINI results from margot_rate().
flipped_outcomes: Character vector of outcomes inverted during preprocessing.
adjust_positives_only: Logical; if TRUE, apply multiple testing correction only to positive RATE estimates (negative outcomes use unadjusted CIs). Default FALSE.

Value

A list with elements: * comparison: Markdown comparison text * autoc_results: Output of margot_interpret_rate() for AUTOC * qini_results: Output of margot_interpret_rate() for QINI * autoc_model_names: Models with positive AUTOC * qini_model_names: Models with positive QINI * both_model_names: Models positive in both * either_model_names: Models positive in either * not_excluded_autoc_model_names: AUTOC models not reliably negative * not_excluded_qini_model_names: QINI models not reliably negative * not_excluded_both: Models not excluded by both AUTOC and QINI * not_excluded_either: Models not excluded by either AUTOC or QINI