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सुदृढ़ पियर्सन सहसंबंध×स्पीयरमैन रैंक सहसंबंध गुणांक (ρ)×
क्षेत्रसांख्यिकीसांख्यिकी
परिवारHypothesis testHypothesis test
उद्भव वर्ष1970s–1990s1904
प्रवर्तकRand R. Wilcox and predecessors in robust statisticsCharles Spearman
प्रकारRobust bivariate association measureNonparametric rank-based correlation
मौलिक स्रोतWilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838Spearman, C. (1904). The proof and measurement of association between two things. The American Journal of Psychology, 15, 72–101. DOI ↗
उपनामwinsorized correlation, percentage bend correlation, robust r, outlier-resistant correlationSpearman's rho, Spearman rank-order correlation, Spearman Sıra Korelasyonu
संबंधित34
सारांशThe 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.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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ScholarGateविधियों की तुलना करें: Robust Pearson correlation · Spearman Correlation. 2026-06-17 को यहाँ से प्राप्त https://scholargate.app/hi/compare