def METHOD_NAME(self):
    self.cr.fit(self.X, self.y, **{'confounder': self.multiple_confounders})
    X_transformed = self.cr.transform(self.X, **{'confounder': self.multiple_confounders})
    np.testing.assert_array_almost_equal(X_transformed[0], self.X_transformed)