This paper uses non-parametric methods to study the efficiency (Dybvig, 1988 and Post, 2003) and risk-profiles (Varian, 1988) of dynamic portfolio choices. We design an experiment which varies the number of states (complexity), and includes an equivalent static Arrow-Debreu problem. The results...