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An Active Asset Management Investment Process for Drawdown‐Averse Investors

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  • Alejandro Reveiz‐Herault

Abstract

The contribution of this article is to present an investment process that allows the asset manager to limit risk exposure to macro‐factors – including expectations on correlation dynamics – whilst allowing for selective exposure to risk factors using factor‐portfolios that emulate the risk and return profile of market micro‐factors. The design of the process provides the ability to explicitely limit risk exposures to macro‐factors based on forward‐looking narratives allowing the investor to reflect – in the resulting active allocation – expectations of financial or systemic crises by, say, restricting the overall exposure to the credit macro‐factor that includes the risk factor exposures (micro‐level) arising, for example, from corporate and supranational spreads whilst simultaneously increasing the exposure to flight‐to‐safety macro‐factors under a local or global crisis. This process is better suited to drawdown‐averse investors that are willing to forgo some upside in order to effectively limit significant portfolio losses from crises, systemic or otherwise. In order to improve the optimization over the rugged solution space resulting from superimposing macro‐factors' risk envelopes on the factor‐portfolios' tracking error allocation, a genetic‐algorithm‐based optimization is proposed. Copyright © 2015 John Wiley & Sons, Ltd.

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  • Alejandro Reveiz‐Herault, 2016. "An Active Asset Management Investment Process for Drawdown‐Averse Investors," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 23(1-2), pages 85-96, January.
  • Handle: RePEc:wly:isacfm:v:23:y:2016:i:1-2:p:85-96
    DOI: 10.1002/isaf.1375
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    1. Alejandro Reveiz & Carlos León, 2010. "Efficient Portfolio Optimization in the Wealth Creation and Maximum Drawdown Space," Palgrave Macmillan Books, in: Arjan B. Berkelaar & Joachim Coche & Ken Nyholm (ed.), Interest Rate Models, Asset Allocation and Quantitative Techniques for Central Banks and Sovereign Wealth Funds, chapter 7, pages 134-157, Palgrave Macmillan.
    2. Vineer Bhansali & Mark B. Wise, 2001. "Forecasting Portfolio Risk in Normal and Stressed Markets," Papers nlin/0108022, arXiv.org, revised Sep 2001.
    3. Alejandro Revéiz Herault & Sebastian Rojas, 2008. "The case for active management from the perspective of Complexity Theory," Borradores de Economia 495, Banco de la Republica de Colombia.
    4. Charles S. Morris & Robert Neal & Doug Rolph, 1998. "Credit spreads and interest rates : a cointegration approach," Research Working Paper 98-08, Federal Reserve Bank of Kansas City.
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    Cited by:

    1. Jaydip Sen & Saikat Mondal & Sidra Mehtab, 2021. "Analysis of Sectoral Profitability of the Indian Stock Market Using an LSTM Regression Model," Papers 2111.04976, arXiv.org.

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