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Whiteの不均一分散検定×ヘテロスケダスティシティのブルシュ・パガン検定×
分野計量経済学計量経済学
系統Regression modelRegression model
提唱年19801979
提唱者Halbert WhiteTrevor Breusch & Adrian Pagan
種類General test for heteroskedasticityLagrange-multiplier test for heteroskedasticity
原典White, H. (1980). A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica, 48(4), 817–838. DOI ↗Breusch, T. S., & Pagan, A. R. (1979). A simple test for heteroscedasticity and random coefficient variation. Econometrica, 47(5), 1287–1294. DOI ↗
別名White's general heteroskedasticity test, White değişen varyans testiBP test, Breusch-Pagan-Godfrey test, Lagrange multiplier test for heteroskedasticity, Breusch-Pagan değişen varyans testi
関連33
概要The White test, introduced by Halbert White in 1980, is a general test for heteroskedasticity that makes no assumption about its functional form. It regresses the squared OLS residuals on the regressors, their squares, and their cross-products, so it can detect heteroskedasticity related to any of these terms. The same 1980 paper introduced the heteroskedasticity-consistent ('White') standard errors that are the standard remedy when the test rejects.The Breusch-Pagan test, introduced by Trevor Breusch and Adrian Pagan in 1979, is a Lagrange-multiplier test for heteroskedasticity — the condition where the variance of a regression's errors changes with the explanatory variables. It works by regressing the squared OLS residuals on candidate variables and checking whether they explain any of the residual variation, signalling that the constant-variance assumption is violated.
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ScholarGate手法を比較: White Test · Breusch-Pagan Test. 2026-06-18に以下より取得 https://scholargate.app/ja/compare