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Robust Wilcoxon Signed-Rank Test×Robust Friedman Test×
FagområdeStatistikStatistik
FamilieHypothesis testHypothesis test
Oprindelsesår1945 (original); robust extensions 1990s–2000s1990s–2000s
OphavspersonFrank Wilcoxon (original); Rand R. Wilcox (robust extensions)Extension of Friedman (1937); robust variants developed by Wilcox and colleagues
TypeRobust nonparametric paired difference testRobust nonparametric repeated measures comparison
Oprindelig kildeWilcox, 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
Aliasserrobust signed-rank test, robust nonparametric paired test, outlier-resistant Wilcoxon test, robust WSR testrobust rank-based repeated measures test, trimmed-mean Friedman test, Friedman test with robust estimation, Fried-type robust test
Relaterede56
ResuméThe robust Wilcoxon signed-rank test extends the classical Wilcoxon signed-rank test by incorporating outlier-resistant location measures or robust preprocessing steps, improving inference on paired data when extreme observations or heavy-tailed distributions threaten validity of standard rank-based conclusions.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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ScholarGateSammenlign metoder: Robust Wilcoxon signed-rank test · Robust Friedman test. Hentet 2026-06-18 fra https://scholargate.app/da/compare