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Odporna dwuczynnikowa ANOVA×Robust MANOVA×
DziedzinaStatystykaStatystyka
RodzinaHypothesis testHypothesis test
Rok powstania1990s–2000s1990s–2000s
TwórcaRand R. Wilcox; H. J. Keselman and colleaguesRand Wilcox; Lisa Lix and H. J. Keselman
TypRobust parametric mean comparisonRobust multivariate mean comparison
Źródło pierwotneWilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838
Inne nazwyrobust factorial ANOVA, trimmed-mean two-way ANOVA, heteroscedastic two-way ANOVA, robust 2-way ANOVArobust multivariate ANOVA, trimmed-mean MANOVA, outlier-resistant MANOVA, robust MANOVA
Pokrewne35
PodsumowanieRobust two-way ANOVA tests main effects and interactions of two categorical factors on a continuous outcome using trimmed means and Winsorized variances, providing valid inference when standard ANOVA assumptions — normality, homoscedasticity, and absence of outliers — are violated.Robust MANOVA is a multivariate analysis of variance procedure designed to remain valid when classical assumptions — multivariate normality and homogeneity of covariance matrices — are violated. It replaces raw means and standard covariance matrices with resistant estimates such as trimmed means and Winsorized covariances, yielding reliable Type I error control and power in the presence of outliers and skewed distributions across multiple dependent variables simultaneously.
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  1. v1
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  3. PUBLISHED

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ScholarGatePorównaj metody: Robust two-way ANOVA · Robust MANOVA. Pobrano 2026-06-17 z https://scholargate.app/pl/compare