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StatisticalTests

All registered StatisticalTest components in DashAI.

NameDescription
AnovaTestParametric omnibus test for comparing three or more models on identical data.
BartlettTestTest for homogeneity of variances across groups.
CorrectedPairedTTestCorrected Paired t-test for comparing two models evaluated with cross-validation.
FriedmanTestNon-parametric omnibus test for comparing three or more models.
LeveneTestRobust test for homogeneity of variances across groups.
NemenyiTestNemenyi post-hoc test for pairwise comparison after a significant Friedman test.
PairedTTestParametric test for comparing two related model evaluations.
ShapiroTestTest for normality of a single set of scores.
TukeyHSDTestTukey HSD post-hoc test for pairwise comparison after a significant ANOVA test.
WilcoxonSRTestNon-parametric alternative to the paired t-test for related samples.