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An Asymptotic Expansion in the Garch(1,1) Model

Oliver Linton

No 1118, Cowles Foundation Discussion Papers from Cowles Foundation for Research in Economics, Yale University

Abstract: We develop order T^{-1} asymptotic expansions for the quasi-maximum likelihood estimator (QMLE) and a two step approximate QMLE in the GARCH(1,1) model. We calculate the approximate mean and skewness and hence the Edgeworth-B distribution function. We suggest several methods of bias reduction based on these approximation.

Keywords: ARCH; quasi-likelihood; asymptotic expansions; bias reduction (search for similar items in EconPapers)
Pages: 35 pages
Date: 1996-03
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Published in Econometric Theory (1997), 13: 558-581

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Journal Article: An Asymptotic Expansion in the GARCH(l, 1) Model (1997) Downloads
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