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ANCOVA Robust×ANOVA Ukuran Berulang Robust×
BidangStatistikStatistik
KeluargaHypothesis testHypothesis test
Tahun asal1990s–2000s1990s–2000s
PengasasRand R. Wilcox and colleaguesRand R. Wilcox
JenisRobust parametric covariate-adjusted comparisonRobust parametric mean 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 ANCOVA, heteroscedastic ANCOVA, trimmed-mean ANCOVA, resistant ANCOVArobust within-subjects ANOVA, trimmed-mean repeated measures ANOVA, robust RM-ANOVA, heteroscedastic repeated measures ANOVA
Berkaitan46
RingkasanRobust 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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ScholarGateBandingkan kaedah: Robust ANCOVA · Robust repeated measures ANOVA. Dicapai 2026-06-18 daripada https://scholargate.app/ms/compare