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Interprets Qini results for binary and multi-arm treatments, automatically detecting treatment type from input data.

Usage

margot_interpret_qini(
  multi_batch,
  label_mapping = NULL,
  alpha = 0.05,
  decimal_places = 2,
  model_names = NULL
)

Arguments

multi_batch

List from margot_batch_policy() with diff_gain_summaries

label_mapping

Named list mapping model names to readable labels

alpha

Significance level for confidence intervals (default: 0.05)

decimal_places

Decimal places for rounding (default: 2)

model_names

Character vector of models to process (optional)

Value

List with summary_table, qini_explanation, reliable_model_names, reliable_model_ids