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Asset allocation under multivariate regime switching

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Author Info
Massimo Guidolin
Allan Timmerman

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Abstract

This paper studies asset allocation decisions in the presence of regime switching in asset returns. We find evidence that four separate regimes - characterized as crash, slow growth, bull and recovery states - are required to capture the joint distribution of stock and bond returns. Optimal asset allocations vary considerably across these states and change over time as investors revise their estimates of the state probabilities. In the crash state, buy-and-hold investors allocate more of their portfolio to stocks the longer their investment horizon, while the optimal allocation to stocks declines as a function of the investment horizon in bull markets. The joint effects of learning about state probabilities and predictability of asset returns from the dividend yield give rise to a non-monotonic relationship between the investment horizon and the demand for stocks. Welfare costs from ignoring regime switching can be substantial even after accounting for parameter uncertainty. Out-of-sample forecasting experiments confirm the economic importance of accounting for the presence of regimes in asset returns. ; Earlier title: Strategic asset allocation and consumption decisions under multivariate regime switching

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Paper provided by Federal Reserve Bank of St. Louis in its series Working Papers with number 2005-002.

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Date of creation: 2006
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Handle: RePEc:fip:fedlwp:2005-002

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Keywords: Investments ; Consumption (Economics);

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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Cees Diks & Valentyn Panchenko & Dick van Dijk, 2008. "Partial Likelihood-Based Scoring Rules for Evaluating Density Forecasts in Tails," Discussion Papers 2008-10, School of Economics, The University of New South Wales. [Downloadable!]
    Other versions:
  2. Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Clara Vega, 2007. "Real-Time Price Discovery in Global Stock, Bond and Foreign Exchange Markets," CREATES Research Papers 2007-20, School of Economics and Management, University of Aarhus. [Downloadable!]
    Other versions:
  3. Massimo Guidolin & Stuart Hyde, 2008. "Equity portfolio diversification under time-varying predictability and comovements: evidence from Ireland, the US, and the UK," Working Papers 2008-005, Federal Reserve Bank of St. Louis. [Downloadable!]
  4. Vasco Gabriel & Fernando Alexandre & Pedro Bação, 2007. "The Consumption-Wealth Ratio Under Asymmetric Adjustment," GEMF Working Papers 2007-06, GEMF - Faculdade de Economia, Universidade de Coimbra. [Downloadable!]
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  5. Meenagh, David & Minford, Patrick & Peel, David, 2006. "Simulating Stock Returns Under Switching Regimes - A New Test of Market Efficiency," CEPR Discussion Papers 5614, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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  6. GIOT, Pierre & PETITJEAN, Mikael, 2006. "The information content of the Bond-Equity Yield Ratio: better than a random walk?," CORE Discussion Papers 2006089, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE). [Downloadable!]
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