calculate_condition_number

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

Calculate the condition number of the information matrix for the 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:

Condition number of X^T X (lower is better).

Return type:

float