def test_GIVEN_one_masked_one_nparray_WHEN_spearman_THEN_spearman_correct( self): stats = StatsAnalyzer(self.data1, self.missing2) res = stats.spearmans_rank() assert_that(res[0].spearman, close_to(0.2142857143, 1e-5))
def test_GIVEN_missing_vals_WHEN_spearman_THEN_spearman_correct(self): stats = StatsAnalyzer(self.missing1, self.missing2) res = stats.spearmans_rank() assert_that(res[0].spearman, close_to(0.9428571429, 1e-5))
def test_GIVEN_no_missing_vals_WHEN_spearman_THEN_spearman_correct(self): stats = StatsAnalyzer(self.data1, self.data2) res = stats.spearmans_rank() assert_that(res[0].spearman, close_to(1.0, 1e-5))
def test_GIVEN_one_masked_one_nparray_WHEN_spearman_THEN_spearman_correct(self): stats = StatsAnalyzer(self.data1, self.missing2) res = stats.spearmans_rank() assert_that(res[0].spearman, close_to(0.2142857143, 1e-5))
def test_GIVEN_missing_vals_WHEN_spearman_THEN_spearman_correct(self): stats = StatsAnalyzer(self.missing1, self.missing2) res = stats.spearmans_rank() assert_that(res[0].spearman, close_to(0.9428571429, 1e-5))
def test_GIVEN_no_missing_vals_WHEN_spearman_THEN_spearman_correct(self): stats = StatsAnalyzer(self.data1, self.data2) res = stats.spearmans_rank() assert_that(res[0].spearman, close_to(1.0, 1e-5))