pykelihood.profiler.Profiler.

test_profile_likelihood

Profiler.test_profile_likelihood(range_for_param, param)

Compute the profile likelihood for a given parameter over a specified range. Then checks whether the profile likelihood is above a threshold based on the likelihood ratio test.

Parameters:

• range_for_param (array-like) – Range of values for the parameter.

• param (str) – Name of the parameter.

Returns:

A DataFrame with the filtered parameters and their scores.

Return type:

pd.DataFrame