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Robustna ANCOVA×Robustna ANOVA za ponovljena merenja×
OblastStatistikaStatistika
PorodicaHypothesis testHypothesis test
Godina nastanka1990s–2000s1990s–2000s
TvoracRand R. Wilcox and colleaguesRand R. Wilcox
TipRobust parametric covariate-adjusted comparisonRobust parametric mean 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 ANCOVA, heteroscedastic ANCOVA, trimmed-mean ANCOVA, resistant ANCOVArobust within-subjects ANOVA, trimmed-mean repeated measures ANOVA, robust RM-ANOVA, heteroscedastic repeated measures ANOVA
Srodne46
SažetakRobust ANCOVA is a covariate-adjusted group comparison that replaces classical ANCOVA's ordinary least squares estimation with resistant methods — typically trimmed means or M-estimators — so that the test retains valid Type I error control and reasonable power when data contain outliers, heavy-tailed distributions, or heteroscedastic errors.Robust 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.
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ScholarGateUporedite metode: Robust ANCOVA · Robust repeated measures ANOVA. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare