John Y. Campbell is Otto Eckstein Professor of Applied Economics at Harvard University. Andrew W. Lo is Harris & Harris Group Professor of Finance at the Sloan School of Management, Massachusetts Institute of Technology. A. Craig MacKinlay is Joseph P. Wargrove Professor of Finance at the Wharton School, University of Pennsylvania.