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Optimal asset allocation and consumption rules for commodity-based sovereign wealth funds

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  • Moutanabbir, Khouzeima
  • Noureldin, Diaa

Abstract

This paper studies the optimal asset allocation for a sovereign wealth fund (SWF) subject to a stochastic stream of commodity-based income, where, without loss of generality, we focus on oil-based SWFs. Using CRRA utility, we assume the fund’s objective is to maximize the discounted utility of intertemporal consumption in the presence of time-varying investment opportunities, and given non-zero correlations between shocks to oil income and asset return innovations. We use the log-linear approximation method of Campbell (1993) to solve for the model’s optimal asset allocation and consumption rules. Using historical data, we estimate the model parameters using the maximization-by-parts algorithm of Song et al. (2005). We then calibrate the model to study the optimal allocation and consumption for varying levels of risk aversion, time preference and oil income volatility. Our results are of interest to SWFs seeking optimal portfolio choice in the face of changing investment opportunities which correlate with their stochastic stream of income.

Suggested Citation

  • Moutanabbir, Khouzeima & Noureldin, Diaa, 2020. "Optimal asset allocation and consumption rules for commodity-based sovereign wealth funds," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 708-730.
  • Handle: RePEc:eee:reveco:v:69:y:2020:i:c:p:708-730
    DOI: 10.1016/j.iref.2020.06.014
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    1. John Y. Campbell & Yeung Lewis Chanb & M. Viceira, 2013. "A multivariate model of strategic asset allocation," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part II, chapter 39, pages 809-848, World Scientific Publishing Co. Pte. Ltd..
    2. van den Bremer, Ton & van der Ploeg, Frederick & Wills, Samuel, 2016. "The Elephant In The Ground: Managing Oil And Sovereign Wealth," European Economic Review, Elsevier, vol. 82(C), pages 113-131.
    3. Hyeng Keun Koo, 1998. "Consumption and Portfolio Selection with Labor Income: A Continuous Time Approach," Mathematical Finance, Wiley Blackwell, vol. 8(1), pages 49-65, January.
    4. Ton S van den Bremer & Frederick van der Ploeg, 2013. "Managing and Harnessing Volatile Oil Windfalls," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(1), pages 130-167, April.
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    8. John Y. Campbell, Robert J. Shiller, 1988. "The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors," The Review of Financial Studies, Society for Financial Studies, vol. 1(3), pages 195-228.
    9. Merton, Robert C., 1971. "Optimum consumption and portfolio rules in a continuous-time model," Journal of Economic Theory, Elsevier, vol. 3(4), pages 373-413, December.
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    16. Andreas Gintschel & Bernd Scherer, 2008. "Optimal asset allocation for sovereign wealth funds," Journal of Asset Management, Palgrave Macmillan, vol. 9(3), pages 215-238, September.
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    More about this item

    Keywords

    Sovereign wealth fund; Optimal asset allocation; Optimal consumption rule; Oil income volatility; Hedging demand; CRRA utility;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • Q32 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Exhaustible Resources and Economic Development

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