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SOLUTIONS TO THE PORTFOLIO CHOICE PROBLEM WITH VAR OBJECTIVE FUNCTIONS

SOLUTIONS TO THE PORTFOLIO CHOICE PROBLEM WITH VAR OBJECTIVE FUNCTIONS

ABSTRACT. In the context of modern portfolio theory (MPT), the actual weights of the market portfolio and cash are determined by investor preferences for risk and return. Value at risk (VaR) models specify losses with a percent frequency. VaR models are popular because they are easy to explain and interpret. In the context of MPT, the VaR limits in this study are used like a utility function for the investor. This paper develops closed-form solutions to the multi-asset portfolio choice problem using matrix algebra for the investor’s ideal portfolio weights, volatility, and expected returns where the VaR limit binds. pp. 29–46
JEL codes: G11

Keywords: modern portfolio theory (MPT); Value at Risk (VaR)

How to cite: Wilson, Linus (2015), “Solutions to the Portfolio Choice Problem with VAR Objective Functions,” Economics, Management, and Financial Markets 10(4): 29–46.

Received 27 October 2014 • Received in revised form 19 October 2015
Accepted 19 October 2015 • Available online 30 October 2015

LINUS WILSON
linuswilson@louisiana.edu
Department of Economics & Finance,
B. I. Moody III College of Business,
University of Louisiana at Lafayette