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Multivariate Gram-Charlier densities

Del Brio, Esther B. and Níguez, Trino Manuel and Perote, Javier (2008) Multivariate Gram-Charlier densities. Working Paper. Savings Banks Foundation.

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Abstract

This paper introduces a new family of multivariate distributions based on Gram-Charlier and Edgeworth expansions. This family encompasses many of the univariate seminonparametric densities proposed in the financial econometrics as marginal distributions of the different formulations. Within this family, we focus on the specifications that guarantee positivity so obtaining a well-defined multivariate density. We compare different "positive" multivariate distributions of the family with the multivariate Edgeworth-Sargan, Normal and Student’s t in an in- and out-sample framework for financial returns data. Our results show that the proposed specifications provide a quite reasonably good performance being so of interest for applications involving the modelling and forecasting of heavy-tailed distributions.

Item Type:Monograph (Working Paper)
Research Community:University of Westminster > Westminster Business School
ID Code:6300
Deposited On:07 Apr 2009 16:10
Last Modified:01 Nov 2012 15:35

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