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Robustná ANOVA pre opakované merania×Robustná jednofaktorová ANOVA×
OdborŠtatistikaŠtatistika
RodinaHypothesis testHypothesis test
Rok vzniku1990s–2000s1951 (Welch); 1990s–2000s (trimmed-mean variants)
TvorcaRand R. WilcoxB. L. Welch; R. R. Wilcox (trimmed-mean extension)
TypRobust parametric mean comparisonRobust parametric group comparison
Pôvodný zdrojWilcox, 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
Ďalšie názvyrobust 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
Príbuzné62
ZhrnutieRobust 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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ScholarGatePorovnať metódy: Robust repeated measures ANOVA · Robust one-way ANOVA. Získané 2026-06-18 z https://scholargate.app/sk/compare