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ANOVA robustă pentru măsuri repetate×Testul Friedman robust×
DomeniuStatisticăStatistică
FamilieHypothesis testHypothesis test
Anul apariției1990s–2000s1990s–2000s
Autorul originalRand R. WilcoxExtension of Friedman (1937); robust variants developed by Wilcox and colleagues
TipRobust parametric mean comparisonRobust nonparametric repeated measures 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 ANOVArobust rank-based repeated measures test, trimmed-mean Friedman test, Friedman test with robust estimation, Fried-type robust test
Înrudite66
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.The robust Friedman test is a nonparametric procedure for comparing three or more related (within-subjects) conditions that replaces standard ranking or mean-based summaries with robust location estimates — typically trimmed means or Winsorized statistics — to reduce the influence of outliers and heavy-tailed distributions on the inference.
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ScholarGateCompară metode: Robust repeated measures ANOVA · Robust Friedman test. Preluat la 2026-06-18 de pe https://scholargate.app/ro/compare