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Robust ANOVA för upprepade mätningar×Robust endimensionell variansanalys×
ÄmnesområdeStatistikStatistik
FamiljHypothesis testHypothesis test
Ursprungsår1990s–2000s1951 (Welch); 1990s–2000s (trimmed-mean variants)
UpphovspersonRand R. WilcoxB. L. Welch; R. R. Wilcox (trimmed-mean extension)
TypRobust parametric mean comparisonRobust parametric group comparison
UrsprungskällaWilcox, 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
Aliasrobust within-subjects ANOVA, trimmed-mean repeated measures ANOVA, robust RM-ANOVA, heteroscedastic repeated measures ANOVAtrimmed-mean ANOVA, Welch one-way ANOVA, heteroscedastic one-way ANOVA, robust ANOVA
Närliggande62
SammanfattningRobust repeated measures ANOVA tests whether population trimmed means differ across three or more repeated conditions or time points measured on the same subjects. By replacing ordinary means with 20% trimmed means and replacing variances with Winsorized estimates, it maintains acceptable Type I error and power when data are non-normal, skewed, or contain outliers — conditions under which classical repeated measures ANOVA routinely breaks down.Robust one-way ANOVA compares the central tendency of three or more independent groups while resisting the distorting effects of outliers and heterogeneous variances. By replacing ordinary means with trimmed means and ordinary variances with Winsorized variances, it maintains accurate Type I error control and strong power when classical ANOVA assumptions are violated.
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ScholarGateJämför metoder: Robust repeated measures ANOVA · Robust one-way ANOVA. Hämtad 2026-06-18 från https://scholargate.app/sv/compare