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Robustný Wilcoxonov test znamienkových می‌کن×Robustný párový t-test×
OdborŠtatistikaŠtatistika
RodinaHypothesis testHypothesis test
Rok vzniku1945 (original); robust extensions 1990s–2000s1974
TvorcaFrank Wilcoxon (original); Rand R. Wilcox (robust extensions)K. K. Yuen; extended by Rand R. Wilcox
TypRobust nonparametric paired difference testRobust parametric mean comparison
Pôvodný zdrojWilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838Yuen, K. K. (1974). The two-sample trimmed t for unequal population variances. Biometrika, 61(1), 165–170. DOI ↗
Ďalšie názvyrobust signed-rank test, robust nonparametric paired test, outlier-resistant Wilcoxon test, robust WSR testtrimmed-mean paired t-test, Yuen paired t-test, robust dependent-samples t-test, trimmed paired comparison
Príbuzné53
ZhrnutieThe 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 paired samples t-test replaces arithmetic means with trimmed means and Winsorized variance to compare two related measurements while resisting the distorting influence of outliers and non-normal distributions, producing reliable inference where the classic paired t-test breaks down.
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ScholarGatePorovnať metódy: Robust Wilcoxon signed-rank test · Robust paired samples t-test. Získané 2026-06-19 z https://scholargate.app/sk/compare