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Krahasoni metodat

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Testi Kolmogorov-Smirnov me dy mostra×Testi Levene dhe Brown-Forsythe për barazinë e variancave×
FushaStatistikëStatistikë
FamiljaRegression modelRegression model
Viti i origjinës19481960
KrijuesiN. V. SmirnovHoward Levene; Morton B. Brown and Alan B. Forsythe
LlojiNonparametric two-sample distribution testHomogeneity of variance test (robust)
Burimi themeluesSmirnov, N. V. (1948). Table for Estimating the Goodness of Fit of Empirical Distributions. Annals of Mathematical Statistics, 19(2), 279-281. DOI ↗Levene, H. (1960). Robust Tests for Equality of Variances. In Contributions to Probability and Statistics: Essays in Honor of Harold Hotelling. Stanford University Press. link ↗
Emërtime të tjeraKS two-sample test, two-sample KS test, İki Örneklem Kolmogorov-Smirnov TestiLevene test, Brown-Forsythe test, homogeneity of variance test, Levene ve Brown-Forsythe Varyans Testi
Të lidhura35
PërmbledhjaThe two-sample Kolmogorov-Smirnov test is a nonparametric procedure that asks whether two independent groups are drawn from the same continuous distribution. Building on Smirnov's 1948 tables, it compares the empirical cumulative distribution functions (CDFs) of the two samples and uses their maximum absolute distance as the test statistic.The 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.
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ScholarGateKrahasoni metodat: Two-Sample Kolmogorov-Smirnov Test · Levene and Brown-Forsythe Test. Marrë më 2026-06-20 nga https://scholargate.app/sq/compare