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Kendall Tau 순위 상관 계수×스피어만 순위 상관 계수×
분야통계학통계학
계열Hypothesis testHypothesis test
기원 연도19381904
창시자Maurice G. KendallCharles Spearman
유형Rank-based association measureNonparametric rank-based correlation
원전Kendall, M. G. (1938). A new measure of rank correlation. Biometrika, 30(1–2), 81–93. DOI ↗Spearman, C. (1904). The proof and measurement of association between two things. The American Journal of Psychology, 15, 72–101. DOI ↗
별칭Kendall's tau, Kendall tau-b, tau correlation, Kendall Tau KorelasyonuSpearman's rho, Spearman rank-order correlation, Spearman Sıra Korelasyonu
관련44
요약Kendall 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.The Spearman rank correlation coefficient (ρ) is a nonparametric measure of the monotonic association between two variables. Introduced by Charles Spearman in 1904, it converts raw observations to ranks and measures how consistently one variable increases as the other increases, without assuming a normal distribution or a linear relationship.
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