permutation

frouros.utils.stats.permutation(X: ndarray, Y: ndarray, statistic: Callable, statistical_args: Dict[str, Any], num_permutations: int, num_jobs: int, random_state: Optional[int] = None, verbose: bool = False) → List[float]

Permutation method.

Parameters:

• X (numpy.ndarray) – reference data

• Y (numpy.ndarray) – test data

• statistic (Callable) – statistic to use

• statistical_args (Dict[str, Any]) – args to pass to statistic method

• num_permutations (int) – number of permutations to use

• num_jobs (int) – number of jobs to use

• random_state (Optional[int]) – random state value

• verbose (bool) – verbose flag

Returns:

permuted statistics

Return type:

List[float]