TY - JOUR AU - Garleanu,Nicolae B. AU - Pedersen,Lasse H. TI - Dynamic Trading with Predictable Returns and Transaction Costs JF - National Bureau of Economic Research Working Paper Series VL - No. 15205 PY - 2009 Y2 - August 2009 UR - http://www.nber.org/papers/w15205 L1 - http://www.nber.org/papers/w15205.pdf N1 - Author contact info: Nicolae B. Garleanu Haas School of Business F628 University of California, Berkeley Berkeley, CA 94720 Tel: (1) 510 642 3421 Fax: (1) 510 643 1420 E-Mail: garleanu@haas.berkeley.edu Lasse H. Pedersen NYU Stern Finance 44 West Fourth Street Suite 9-190 New York, NY 10012 Tel: 212/998-0359 Fax: 212/995-4233 E-Mail: lpederse@stern.nyu.edu AB - This paper derives in closed form the optimal dynamic portfolio policy when trading is costly and security returns are predictable by signals with different mean-reversion speeds. The optimal updated portfolio is a linear combination of the existing portfolio, the optimal portfolio absent trading costs, and the optimal portfolio based on future expected returns and transaction costs. Predictors with slower mean reversion (alpha decay) get more weight since they lead to a favorable positioning both now and in the future. We implement the optimal policy for commodity futures and show that the resulting portfolio has superior returns net of trading costs relative to more naive benchmarks. Finally, we derive natural equilibrium implications, including that demand shocks with faster mean reversion command a higher return premium. ER -