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Ujian Breusch-Pagan untuk Heteroskedastisitas×Exponential GARCH (EGARCH)×
BidangEkonometrikEkonometrik
KeluargaRegression modelRegression model
Tahun asal19791991
PengasasTrevor Breusch & Adrian PaganNelson
JenisLagrange-multiplier test for heteroskedasticityConditional volatility model (asymmetric GARCH variant)
Sumber perintisBreusch, T. S., & Pagan, A. R. (1979). A simple test for heteroscedasticity and random coefficient variation. Econometrica, 47(5), 1287–1294. DOI ↗Nelson, D. B. (1991). Conditional Heteroskedasticity in Asset Returns: A New Approach. Econometrica, 59(2), 347-370. DOI ↗
AliasBP test, Breusch-Pagan-Godfrey test, Lagrange multiplier test for heteroskedasticity, Breusch-Pagan değişen varyans testiexponential GARCH, Nelson's EGARCH, asymmetric GARCH, EGARCH — Üstel GARCH
Berkaitan34
RingkasanThe 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.EGARCH is an asymmetric GARCH variant, introduced by Nelson in 1991, that models the leverage effect in which bad news raises volatility more than good news of the same size. It captures the negative-shock asymmetry of financial return series by modelling the logarithm of the conditional variance.
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ScholarGateBandingkan kaedah: Breusch-Pagan Test · EGARCH. Dicapai 2026-06-20 daripada https://scholargate.app/ms/compare