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Multivariate GARCH models and the Black-Litterman approach for tracking error constrained portfolios: an empirical analysis

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Author Info
Giulio Palomba

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Abstract

In a typical tactical asset allocation setup, managers generally make their choices with the aim of beating a benchmark portfolio. In this context, the pure Markowitz (1959) strategy does not take two aspects into account: asset returns often show changes in volatility and managers' decisions depend on private information. This paper provides an empirical model for large-scale tactical asset allocation with multivariate GARCH estimates, given a tracking error constraint. Moreover, the Black and Litterman (1991) approach makes it possible to tactically manage the selected portfolio by combining information taken from the time-varying volatility model with some personal 'views' about asset returns.

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File URL: http://inderscience.metapress.com/link.asp?target=contribution&id=B83V117363124865
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Publisher Info
Article provided by Inderscience Enterprises Ltd in its journal Global Business and Economics Review.

Volume (Year): 10 (2008)
Issue (Month): 4 (January)
Pages: 379-413
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Handle: RePEc:mes:gbusec:v:10:y:2008:i:4:p:379-413

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Web page: http://inderscience.metapress.com/link.asp?target=journal&id=119796

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Related research
Keywords: asset returns; tactical asset allocation; TAA; multivariate GARCH models; tracking error constraints; error-constrained portfolios; Black and Litterman approach;

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This page was last updated on 2009-11-22.


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