def METHOD_NAME(
    cls, shared_feat: str, new_feat: str, input_statistics: dict
) -> None:
    assert len(input_statistics[shared_feat][cls._HIST][0]) == len(
        input_statistics[new_feat][cls._HIST][0]
    ), "The lengths of the histograms do not match"