# -*- coding: utf-8 -*-
"""

Created on Wed Mar 28 13:49:11 2012

Author: Josef Perktold
"""

import pytest
import numpy as np
from numpy.testing import assert_almost_equal

from statsmodels.stats.libqsturng import qsturng, psturng
from statsmodels.sandbox.stats.multicomp import get_tukeyQcrit


@pytest.mark.parametrize('alpha', [0.01, 0.05])
@pytest.mark.parametrize('k', np.arange(2, 11))
def test_qstrung(alpha, k):
    rows = [5,    6,    7,    8,    9,   10,   11,   12,   13,   14,   15,
            16,   17,   18,   19,   20,   24,   30,   40,   60,  120, 9999]

    c1 = get_tukeyQcrit(k, rows, alpha=alpha)
    c2 = qsturng(1 - alpha, k, rows)
    assert_almost_equal(c1, c2, decimal=2)
    # roundtrip
    assert_almost_equal(psturng(qsturng(1 - alpha, k, rows), k, rows),
                        alpha,
                        5)