TY - JOUR AU - Campbell,John Y. AU - Yogo,Motohiro TI - Efficient Tests of Stock Return Predictability JF - National Bureau of Economic Research Working Paper Series VL - No. 10026 PY - 2003 Y2 - October 2003 UR - http://www.nber.org/papers/w10026 L1 - http://www.nber.org/papers/w10026.pdf N1 - Author contact info: John Y. Campbell Morton L. and Carole S. Olshan Professor of Economics Department of Economics Harvard University Littauer Center 213 Cambridge, MA 02138 Tel: 617/496-6448 Fax: 617/495-7730 E-Mail: john_campbell@harvard.edu Motohiro Yogo Federal Reserve Bank of Minneapolis Research Department 90 Hennepin Avenue Minneapolis, MN 55401-1804 Tel: 612/204-6476 E-Mail: yogo@minneapolisfed.org AB - Conventional tests of the predictability of stock returns could be invalid, that is reject the null too frequently, when the predictor variable is persistent and its innovations are highly correlated with returns. We develop a pretest to determine whether the conventional t-test leads to invalid inference and an efficient test of predictability that corrects this problem. Although the conventional t-test is invalid for the dividend-price and smoothed earnings-price ratios, our test finds evidence for predictability. We also find evidence for predictability with the short rate and the long-short yield spread, for which the conventional t-test leads to valid inference. ER -