方法对比

	Levene 和 Brown-Forsythe 方差齐性检验	Bootstrap Inference
领域	统计学	统计学
方法族	Regression model	Regression model
起源年份	1960	1979
提出者	Howard Levene; Morton B. Brown and Alan B. Forsythe	Bradley Efron
类型	Homogeneity of variance test (robust)	Resampling-based inference
开创性文献	Levene, H. (1960). Robust Tests for Equality of Variances. In Contributions to Probability and Statistics: Essays in Honor of Harold Hotelling. Stanford University Press.	Efron, B. (1979). Bootstrap Methods: Another Look at the Jackknife. Annals of Statistics, 7(1), 1-26.
别名	Levene test, Brown-Forsythe test, homogeneity of variance test, Levene ve Brown-Forsythe Varyans Testi	bootstrap, bootstrap resampling, nonparametric bootstrap, Bootstrap Çıkarımı
相关	5	5
摘要	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.	Bootstrap inference, introduced by Bradley Efron in 1979, estimates the sampling distribution of a statistic by repeatedly resampling the observed data with replacement. It requires no distributional assumption and produces reliable confidence intervals even in small samples.