def METHOD_NAME(na_handling):
    """Test that Differencer produces expected results on a simple DataFrame."""
    transformer = Differencer(na_handling=na_handling)
    y_transformed = transformer.fit_transform(y_simple)
    y_expected = y_simple_expected_diff[na_handling]
    _assert_array_almost_equal(y_transformed, y_expected)