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Ujian ARCH-LM untuk Pengelompokan Volatiliti×Ujian White untuk Heteroskedastisiti×
BidangEkonometrikEkonometrik
KeluargaRegression modelRegression model
Tahun asal19821980
PengasasRobert F. EngleHalbert White
JenisLagrange multiplier diagnostic test for conditional heteroscedasticityGeneral test for heteroskedasticity
Sumber perintisEngle, R. F. (1982). Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation. Econometrica, 50(4), 987-1007. DOI ↗White, H. (1980). A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica, 48(4), 817–838. DOI ↗
AliasARCH-LM Testi ve Volatilite Kümelenmesi Analizi, ARCH LM test, Engle's ARCH test, test for autoregressive conditional heteroscedasticityWhite's general heteroskedasticity test, White değişen varyans testi
Berkaitan63
RingkasanThe ARCH-LM test is Robert Engle's (1982) Lagrange multiplier diagnostic for autoregressive conditional heteroscedasticity in the residuals of a fitted time-series model. It checks whether the error variance changes over time and clusters into calm and turbulent periods, and it is the standard pre-test run before fitting a GARCH-family volatility model.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.
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ScholarGateBandingkan kaedah: ARCH-LM Test · White Test. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare