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Brunnera-Munzela tests×Flignera-Kīlīna tests varianču homogenitātei×
NozareStatistikaStatistika
SaimeHypothesis testRegression model
Izcelsmes gads20001976
AutorsEdgar Brunner & Ullrich MunzelMichael A. Fligner & Timothy J. Killeen
TipsNonparametric two-sample comparisonRank-based test for homogeneity of variances
PirmavotsBrunner, E. & Munzel, U. (2000). The Nonparametric Behrens-Fisher Problem: Asymptotic Theory and a Small-Sample Approximation. Biometrical Journal, 42(1), 17–25. DOI ↗Fligner, M. A., & Killeen, T. J. (1976). Distribution-Free Two-Sample Tests for Scale. Journal of the American Statistical Association, 71(353), 210-213. DOI ↗
Citi nosaukumiBrunner-Munzel Testi, generalized Wilcoxon test, nonparametric Behrens-Fisher test, probabilistic index testFligner-Killeen test of variance homogeneity, rank-based variance homogeneity test, Fligner-Killeen Varyans Homojenliği Testi
Saistītās65
KopsavilkumsThe Brunner-Munzel test is a nonparametric two-sample hypothesis test that estimates the probabilistic superiority index P(X < Y) — the probability that a randomly selected observation from one group exceeds a randomly selected observation from the other. Introduced by Brunner and Munzel in 2000 as a solution to the nonparametric Behrens-Fisher problem, it remains valid even when the two groups have unequal variances or differently shaped distributions, making it a robust alternative to the Mann-Whitney U test in heteroscedastic settings.The Fligner-Killeen test is a rank-based test that checks whether several independent groups share the same variance (scale). Introduced by Fligner and Killeen in 1976, it does not require the data to be normally distributed, making it a robust nonparametric alternative to the Levene and Bartlett tests.
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ScholarGateSalīdzināt metodes: Brunner-Munzel Test · Fligner-Killeen Test. Izgūts 2026-06-19 no https://scholargate.app/lv/compare