bidux (version 0.4.0)

new_bias_mitigations: Create bias mitigations tibble

Description

Creates a structured bias mitigations tibble for use in bidux functions. Replaces nested list structures with a validated data.frame structure.

Usage

new_bias_mitigations(mitigations_df)

Value

A bid_bias_mitigations S3 object (inherits from data.frame)

Arguments

mitigations_df

Data.frame with required columns: bias_type, mitigation_strategy, confidence_level

Examples

mitigations <- new_bias_mitigations(data.frame(
  bias_type = c("confirmation_bias", "selection_bias"),
  mitigation_strategy = c("seek_disconfirming_evidence", "randomize_sample"),
  confidence_level = c(0.8, 0.7)
))