def METHOD_NAME(
    numerical_Chatterjee_indices, analytical_Chatterjee_indices
):
    """This function tests the Chatterjee estimate."""
    assert np.isclose(
        numerical_Chatterjee_indices, analytical_Chatterjee_indices, rtol=0, atol=1e-2
    ).all()