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विविधताओं की समानता के लिए लेवेन और ब्राउन-फोर्थे परीक्षण×मैन-व्हिटनी U परीक्षण×
क्षेत्रसांख्यिकीसांख्यिकी
परिवारRegression modelHypothesis test
उद्भव वर्ष19601947
प्रवर्तकHoward Levene; Morton B. Brown and Alan B. ForsytheH. B. Mann & D. R. Whitney
प्रकारHomogeneity of variance test (robust)Nonparametric two-group comparison
मौलिक स्रोतLevene, H. (1960). Robust Tests for Equality of Variances. In Contributions to Probability and Statistics: Essays in Honor of Harold Hotelling. Stanford University Press. link ↗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 ↗
उपनामLevene test, Brown-Forsythe test, homogeneity of variance test, Levene ve Brown-Forsythe Varyans TestiMann-Whitney-Wilcoxon test, Wilcoxon rank-sum test, Mann-Whitney U Testi
संबंधित54
सारांशThe Levene and Brown-Forsythe test checks whether two or more groups share the same variance (homogeneity of variance). Levene (1960) built the test on absolute deviations from each group mean, and Brown and Forsythe (1974) made it robust to non-normal data by centring on the group median instead.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.
ScholarGateडेटासेट
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  1. v1
  2. 2 स्रोत
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