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ارتباط بيرسون القوي×معامل ارتباط الرتبة كندال تاو×
المجالالإحصاءالإحصاء
العائلةHypothesis testHypothesis test
سنة النشأة1970s–1990s1938
صاحب الطريقةRand R. Wilcox and predecessors in robust statisticsMaurice G. Kendall
النوعRobust bivariate association measureRank-based association measure
المصدر التأسيسيWilcox, 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 ↗
الأسماء البديلةwinsorized correlation, percentage bend correlation, robust r, outlier-resistant correlationKendall's tau, Kendall tau-b, tau correlation, Kendall Tau Korelasyonu
ذات صلة34
الملخصThe robust Pearson correlation is an outlier-resistant measure of linear association between two continuous variables. By applying Winsorizing, trimming, or percentage-bend transformations before computing the classic Pearson r, it retains the interpretability of a correlation coefficient while dramatically reducing the distortion caused by extreme values.Kendall Tau is a nonparametric rank correlation coefficient introduced by Maurice G. Kendall in 1938 to measure the strength and direction of a monotone association between two ordinal or continuous variables. It is particularly suited to small samples and datasets containing many tied ranks, where the Spearman coefficient can be less stable.
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ScholarGateقارن الطرق: Robust Pearson correlation · Kendall Tau Correlation. استُرجع بتاريخ 2026-06-18 من https://scholargate.app/ar/compare