Likelihood-based estimation of latent generalised ARCH structures.

GARCH models are commonly used as latent processes in econometrics, financial economics and macroeconomics. Yet no exact likelihood analysis of these models has been provided so far. In this paper we outline the issues and suggest a Markov chain Monte Carlo algorithm which allows the calculation of...

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Bibliographic Details
Main Authors: Fiorentini, G, Sentana, E, Shephard, N
Format: Journal article
Language:English
Published: Wiley 2004