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Robust Mann-Whitney U-test×Robust uavhengig utvalgs t-test×
FagfeltStatistikkStatistikk
FamilieHypothesis testHypothesis test
Opprinnelsesår1947 / 20031974–1990s
OpphavspersonRand Wilcox (robust extensions); original test by Mann & Whitney (1947)Rand R. Wilcox; Karen K. Yuen (trimmed-mean form)
TypeRobust nonparametric two-group comparisonRobust parametric mean comparison
Opprinnelig kildeWilcox, R. R. (2005). Introduction to Robust Estimation and Hypothesis Testing (2nd ed.). Academic Press. ISBN: 978-0127515427Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838
Aliasrobust Wilcoxon rank-sum test, robust two-sample rank test, outlier-resistant Mann-Whitney test, robust nonparametric two-group comparisonYuen's t-test, trimmed-mean t-test, Winsorized t-test, robust two-sample test
Relaterte12
SammendragThe Robust Mann-Whitney U test is a nonparametric two-group comparison that combines the rank-based logic of the classic Mann-Whitney U test with modern robust techniques — such as outlier screening, trimmed means, or robust variance estimation — to produce reliable inferences when data contain extreme values, heavy-tailed distributions, or other violations that compromise the standard test.The robust independent samples t-test compares the central tendency of two independent groups using trimmed means and Winsorized variances, making it substantially less sensitive to outliers and non-normality than the classical Student or Welch t-test. The most widely used form is Yuen's test, which also accommodates unequal variances across groups.
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ScholarGateSammenlign metoder: Robust Mann-Whitney U test · Robust independent samples t-test. Hentet 2026-06-18 fra https://scholargate.app/no/compare