StatisticalTests
All registered StatisticalTest components in DashAI.
| Name | Description |
|---|---|
| AnovaTest | Parametric omnibus test for comparing three or more models on identical data. |
| BartlettTest | Test for homogeneity of variances across groups. |
| CorrectedPairedTTest | Corrected Paired t-test for comparing two models evaluated with cross-validation. |
| FriedmanTest | Non-parametric omnibus test for comparing three or more models. |
| LeveneTest | Robust test for homogeneity of variances across groups. |
| NemenyiTest | Nemenyi post-hoc test for pairwise comparison after a significant Friedman test. |
| PairedTTest | Parametric test for comparing two related model evaluations. |
| ShapiroTest | Test for normality of a single set of scores. |
| TukeyHSDTest | Tukey HSD post-hoc test for pairwise comparison after a significant ANOVA test. |
| WilcoxonSRTest | Non-parametric alternative to the paired t-test for related samples. |