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Examinează metodele selectate una lângă alta; rândurile care diferă sunt evidențiate.

ANOVA robustă pentru măsuri repetate×ANOVA robustă unidirecțională×
DomeniuStatisticăStatistică
FamilieHypothesis testHypothesis test
Anul apariției1990s–2000s1951 (Welch); 1990s–2000s (trimmed-mean variants)
Autorul originalRand R. WilcoxB. L. Welch; R. R. Wilcox (trimmed-mean extension)
TipRobust parametric mean comparisonRobust parametric group comparison
Sursa seminalăWilcox, 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
Denumiri alternativerobust 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
Înrudite62
RezumatRobust 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.
ScholarGateSet de date
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  1. v1
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  3. PUBLISHED

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ScholarGateCompară metode: Robust repeated measures ANOVA · Robust one-way ANOVA. Preluat la 2026-06-18 de pe https://scholargate.app/ro/compare