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Robustā Kendala tau rangu korelācija×Kendall Tau ranga korelācija×
NozareStatistikaStatistika
SaimeHypothesis testHypothesis test
Izcelsmes gads1990s–2000s1938
AutorsRand Wilcox; Croux & Dehon (robust extensions)Maurice G. Kendall
TipsRobust rank correlationNonparametric rank correlation
PirmavotsWilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838Kendall, M. G. (1938). A new measure of rank correlation. Biometrika, 30(1/2), 81–93. DOI ↗
Citi nosaukumirobust tau, skipped Kendall's tau, Winsorized Kendall's tau, outlier-resistant rank correlationKendall tau, Kendall rank correlation, tau-b, tau-c
Saistītās54
KopsavilkumsRobust Kendall's tau estimates the monotone association between two variables using rank-based concordance counts, but augments the standard procedure with outlier detection or Winsorization so that a small number of extreme observations cannot distort the result. It is appropriate when data are ordinal or continuous and bivariate outliers are plausible.Kendall's tau is a nonparametric measure of the ordinal association between two variables. It quantifies how consistently the relative ordering of one variable matches the ordering of another across all observation pairs, making it robust to outliers and suitable for ordinal or non-normally distributed data.
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ScholarGateSalīdzināt metodes: Robust Kendall's tau · Kendall's tau. Izgūts 2026-06-19 no https://scholargate.app/lv/compare