TY - JOUR AU - Jordà,Òscar AU - Taylor,Alan M. TI - Performance Evaluation of Zero Net-Investment Strategies JF - National Bureau of Economic Research Working Paper Series VL - No. 17150 PY - 2011 Y2 - June 2011 UR - http://www.nber.org/papers/w17150 L1 - http://www.nber.org/papers/w17150.pdf N1 - Author contact info: Òscar Jorda Economic Research, MS 1130 Federal Reserve Bank of San Francisco 101 Market St. San Francisco, CA 94105 E-Mail: oscar.jorda@sf.frb.org Alan M. Taylor Department of Economics University of Virginia Monroe Hall Charlottesville, VA 22903 Fax: (434) 982-2904 E-Mail: alan.m.taylor@virginia.edu AB - This paper introduces new nonparametric statistical methods to evaluate zero-cost investment strategies. We focus on directional trading strategies, risk-adjusted returns, and the investor’s decisions under uncertainty as the core of our analysis. By relying on classification tools with a long tradition in the sciences and biostatistics, we can provide a tighter connection between model-based risk characteristics and the no-arbitrage conditions for market efficiency. Moreover, we extend the methods to multicategorical settings, such as when the investor can sometimes take a neutral position. A variety of inferential procedures are provided, many of which are illustrated with applications to excess equity returns and to currency carry trades. ER -