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Robust Spearmanova korelacija×Koeficijent korelacije rangova po Spearmanu×
PodručjeStatistikaStatistika
ObiteljHypothesis testHypothesis test
Godina nastanka1990s–2000s1904
TvoracRand R. Wilcox (robust extensions); Charles Spearman (base method, 1904)Charles Spearman
VrstaRobust nonparametric correlationNonparametric rank-based correlation
Temeljni izvorWilcox, 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 ↗
Drugi naziviWinsorized Spearman correlation, robust rank correlation, trimmed Spearman correlation, outlier-resistant SpearmanSpearman's rho, Spearman rank-order correlation, Spearman Sıra Korelasyonu
Srodne54
SažetakRobust Spearman correlation is an outlier-resistant measure of monotonic association between two variables. It applies robustification strategies — such as Winsorizing extreme ranks or using the percentage-bend approach — to protect Spearman's rho against distortion from outliers or heavy-tailed distributions, while retaining its nonparametric rank-based character.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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ScholarGateUsporedite metode: Robust Spearman Correlation · Spearman Correlation. Preuzeto 2026-06-17 s https://scholargate.app/hr/compare