The relation between conditionally heteroskedastic factor models and factor GARCH models
AbstractThe factor GARCH model of Engle (1987) and the latent factor ARCH model of Diebold and Nerlove (1989) have become rather popular multivariate volatility parametriza-tions due to their parsimony, and the commonality in volatility movements across different financial series. Nevertheless, there is some confusion in the literature between them. The purpose of this paper is to make clear their similarities and differences by providing a formal nesting of the two models, which can be exploited to analyse their statistical features in a more general context. At the same time, their differences may be important in the interpretation of empirical results.
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Bibliographic InfoArticle provided by Royal Economic Society in its journal The Econometrics Journal.
Volume (Year): 1 (1998)
Issue (Month): RegularPapers ()
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- Sentana, E., 1997. "The Relation Between Conditionally Heteroskedastic Factor Models amd Factor GARCH Models," Papers 9719, Centro de Estudios Monetarios Y Financieros-.
- C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
- C6 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling
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