Optimal and Naive Diversification in Currency Markets

DeMiguel, Garlappi, and Uppal (Review of Financial Studies, 22 (2009), 1915-1953) showed that in the stock market, it is difficult for an optimized portfolio constructed using mean-variance analysis to outperform a simple equally-weighted portfolio because of estimation error. In this paper, we demonstrate that portfolio optimization can be made to work in currency markets. The key difference between the two settings is that in currency markets interest rates provide a predictor of future returns that is free of estimation error, which permits the application of mean-variance analysis. We show that over the last 26 years, a mean-variance efficient portfolio constructed in this fashion has a Sharpe ratio of 0.91, versus only 0.15 for the equally-weighted portfolio. We also consider the practical implementation of this strategy.

[1]  Lucio Sarno,et al.  An Economic Evaluation of Empirical Exchange Rate Models , 2009 .

[2]  Richard O. Michaud,et al.  The Markowitz Optimization Enigma: Is ‘Optimized’ Optimal? , 2005 .

[3]  Kenneth Rogoff,et al.  Empirical exchange rate models of the seventies , 1983 .

[4]  Markus K. Brunnermeier,et al.  Carry Trades and Currency Crashes , 2008, NBER Macroeconomics Annual.

[5]  E. Fama,et al.  Forward and spot exchange rates , 1984 .

[6]  Adrien Verdelhan,et al.  The Share of Systematic Variation in Bilateral Exchange Rates , 2015 .

[7]  Richard Clarida,et al.  Currency Carry Trade Regimes: Beyond the Fama Regression , 2009 .

[8]  M. Arulraj,et al.  Global Portfolio Optimization for BSE Sensex using the Enhanced Black Litterman Model , 2012 .

[9]  Jakub W. Jurek,et al.  Option-Implied Currency Risk Premia , 2014 .

[10]  Kent D. Daniel,et al.  The Carry Trade: Risks and Drawdowns , 2014 .

[11]  Georgeann Portokalis,et al.  Carry Trades and Global Foreign Exchange Volatility , 2012 .

[12]  W. Ziemba,et al.  The Effect of Errors in Means, Variances, and Covariances on Optimal Portfolio Choice , 1993 .

[13]  Olivier Ledoit,et al.  Robust Performance Hypothesis Testing with the Sharpe Ratio , 2007 .

[14]  Barbara Rossi,et al.  Exchange Rate Predictability , 2013 .

[15]  Martin Eichenbaum,et al.  Do Peso Problems Explain the Returns to the Carry Trade? , 2008 .

[16]  Raymond Kan,et al.  Optimal Portfolio Choice with Parameter Uncertainty , 2007, Journal of Financial and Quantitative Analysis.

[17]  C. Granger,et al.  Forecasting Volatility in Financial Markets: A Review , 2003 .

[18]  R. Tryon Testing for rational expectations in foreign exchange markets , 1979 .

[19]  Victor DeMiguel,et al.  Optimal Versus Naive Diversification: How Inefficient is the 1/N Portfolio Strategy? , 2009 .

[20]  Jakub W. Jurek Crash-Neutral Currency Carry Trades , 2013 .

[21]  Robert A. Korajczyk The Pricing of Forward Contracts for Foreign Exchange , 1984, Journal of Political Economy.