calculate_d_optimality

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

Calculate D-optimality (determinant 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:

Determinant of X^T X (higher is better).

Return type:

float