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Test ARCH-LM na zhlukovanie volatility×Bielov test heteroskedasticity×
OdborEkonometriaEkonometria
RodinaRegression modelRegression model
Rok vzniku19821980
TvorcaRobert F. EngleHalbert White
TypLagrange multiplier diagnostic test for conditional heteroscedasticityGeneral test for heteroskedasticity
Pôvodný zdrojEngle, 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 ↗
Ďalšie názvyARCH-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
Príbuzné63
ZhrnutieThe 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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ScholarGatePorovnať metódy: ARCH-LM Test · White Test. Získané 2026-06-18 z https://scholargate.app/sk/compare