مقایسهٔ روش‌ها

	همبستگی پیرسون مقاوم	همبستگی رتبه تاو کندال
حوزه	آمار	آمار
خانواده	Hypothesis test	Hypothesis test
سال پیدایش	1970s–1990s	1938
پدیدآور	Rand R. Wilcox and predecessors in robust statistics	Maurice G. Kendall
نوع	Robust bivariate association measure	Rank-based association measure
منبع بنیادین	Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838	Kendall, M. G. (1938). A new measure of rank correlation. Biometrika, 30(1–2), 81–93.
نام‌های دیگر	winsorized correlation, percentage bend correlation, robust r, outlier-resistant correlation	Kendall's tau, Kendall tau-b, tau correlation, Kendall Tau Korelasyonu
مرتبط	3	4
خلاصه	The 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.