def test_posthoc_ttest(self):
r_results = np.array([[-1, 9.757069e-03, 4.100954e-07],
[9.757069e-03, -1, 1.556010e-05],
[4.100954e-07, 1.556010e-05, -1]])
results = sp.posthoc_ttest(self.df, val_col = 'pulse', group_col = 'kind', equal_var = False, p_adjust='holm')
self.assertTrue(np.allclose(results, r_results))
def test_posthoc_ttest_pooled(self):
x = [[1,2,3,5,1], [12,31,54,50,40], [10,12,6,74,11]]
r_results = np.array([[-1, 0.04226866, 0.24706893],
[0.04226866, -1, 0.2482456],
[0.24706893, 0.2482456, -1]])
results = sp.posthoc_ttest(x, equal_var = False, p_adjust='holm', pool_sd=True)
self.assertTrue(np.allclose(results, r_results))
