"variance" in inglés with examples - Collocation dictionary inglés
- In statistics, Welch's t test is an adaptation of Student's t-test intended for use with two samples having possibly unequal variances.
- Therefore, it implies that the t -statistic being used should be based on unequal variances for the two samples.
- Bartlett's test for unequal variances, which is derived from the likelihood ratio test under the normal distribution.
- All data were tested for significance using two-sample Student's t-test with unequal variances.
- Alternative estimators have been proposed in MacKinnon & White (1985) that correct for unequal variances of regression residuals due to different leverage.
- In their paper, they applied Welch tests on a leukemia dataset [ 11 ] and demonstrated the importance of allowing for unequal variances.
- Under the assumption of unequal variances, the associated degrees of freedom are variable, and the strict monotonic decreasing relationship between p values and test statistic values no longer holds.
- Statistical comparisons using T-test (two-sample assuming unequal variances) were performed (significance level: 0.05).
- Classical statistical methods do not provide exact tests to many statistical problems such as testing Variance Components and ANOVA under unequal variances.
- If the sample sizes in the two groups being compared are equal, Student's original t-test is highly robust to the presence of unequal variances.
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