calculate_max_continuous_correlation

obsidian.experiment.advanced_design.calculate_max_continuous_correlation(design, continuous_params_keys, subparam_keys)

Calculate the maximum absolute Pearson correlation among all pairs of continuous and subparameter columns.

Parameters:

• design – Design DataFrame.

• continuous_params_keys – List of continuous parameter column names.

• subparam_keys – List of subparameter column names, or a single string.

Returns:

Maximum off-diagonal absolute correlation (lower is better).

Return type:

float