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ANOVA Ukuran Berulang Robust×ANOVA Satu Arah Robust×
BidangStatistikaStatistika
KeluargaHypothesis testHypothesis test
Tahun asal1990s–2000s1951 (Welch); 1990s–2000s (trimmed-mean variants)
PencetusRand R. WilcoxB. L. Welch; R. R. Wilcox (trimmed-mean extension)
TipeRobust parametric mean comparisonRobust parametric group comparison
Sumber perintisWilcox, 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
Terkait62
RingkasanRobust 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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ScholarGateBandingkan metode: Robust repeated measures ANOVA · Robust one-way ANOVA. Diakses 2026-06-18 dari https://scholargate.app/id/compare