calculate_max_categorical_correlation

obsidian.experiment.advanced_design.calculate_max_categorical_correlation(design, categorical_keys)

Calculate the maximum Cramér’s V association among all pairs of categorical columns.

Parameters:

• design – Design DataFrame.

• categorical_keys – List of categorical column names.

Returns:

Maximum off-diagonal Cramér’s V (lower is better).

Return type:

float