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스피어만 순위 상관 계수×Mann-Whitney U 검정×
분야통계학통계학
계열Hypothesis testHypothesis test
기원 연도19041947
창시자Charles SpearmanH. B. Mann & D. R. Whitney
유형Nonparametric rank-based correlationNonparametric two-group comparison
원전Spearman, C. (1904). The proof and measurement of association between two things. The American Journal of Psychology, 15, 72–101. DOI ↗Mann, H. B. & Whitney, D. R. (1947). On a test of whether one of two random variables is stochastically larger than the other. Annals of Mathematical Statistics, 18(1), 50–60. DOI ↗
별칭Spearman's rho, Spearman rank-order correlation, Spearman Sıra KorelasyonuMann-Whitney-Wilcoxon test, Wilcoxon rank-sum test, Mann-Whitney U Testi
관련44
요약The 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.The Mann-Whitney U test is the nonparametric alternative to the independent samples t-test, comparing two independent groups by ranking all observations together rather than relying on their means. It was introduced by H. B. Mann and D. R. Whitney in 1947 and does not require the data to be normally distributed.
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