Get Best Methods of Applying Each Restriction Per Response Variable Based on AIC

Groups ANOVA results by method, response variable and restriction, then selects the method with the lowest AIC for each restriction. Returns a sorted data frame with best performing methods for each restriction and response variable.

Usage

get_best_methods(anova_df)

Arguments

anova_df

Data frame of ANOVA results, containing at least columns 'response_variable', 'model', and 'AIC'.

Value

A data frame filtered to best methods per response variable and restriction, sorted by AIC.