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Robustna ANOVA za ponovljena mjerenja×Robustna jednosmjerna ANOVA×
PodručjeStatistikaStatistika
ObiteljHypothesis testHypothesis test
Godina nastanka1990s–2000s1951 (Welch); 1990s–2000s (trimmed-mean variants)
TvoracRand R. WilcoxB. L. Welch; R. R. Wilcox (trimmed-mean extension)
VrstaRobust parametric mean comparisonRobust parametric group comparison
Temeljni izvorWilcox, 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
Drugi nazivirobust 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
Srodne62
SažetakRobust 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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ScholarGateUsporedite metode: Robust repeated measures ANOVA · Robust one-way ANOVA. Preuzeto 2026-06-18 s https://scholargate.app/hr/compare