This paper studies asset allocation decisions in the presence of regime switching in asset returns. Wefind evidence that four separate regimes - characterized as crash, slow growth, bull and recovery states- are required to capture the joint distribution of stock and bond returns. Optimal asset...

We calculate optimal portfolio choices for a long-horizon, risk-averse investor who diversifies amongEuropean stocks, bonds, real estate, and cash, when excess asset returns are predictable. Simulations areperformed for scenarios involving different risk aversion levels, horizons, and...

Welfare gains to long-horizon investors may derive from time diversification that exploits non-zerointertemporal return correlations associated with predictable returns. Real estate may thus become moredesirable if its returns are negatively serially correlated. While it could be important for...

This paper examines a continuous-time intertemporal consumption and portfolio choice problem foran ambiguity-averse investor with multiple priors when the expected return of a risky asset isunobservable and follows a hidden Markov chain. The investor’s beliefs over investmentopportunities are...

This paper examines a continuous-time intertemporal consumption and portfoliochoice problem for an investor with Duffie and Epstein (1992a)’s recursive preferenceswho worries about model misspecification (model uncertainty) and wants toseek robust decision rules. The expected excess return of...

A popular argument states that most of the diversification in a portfolio can be obtained with a rather small number of securities. In this paper we present three algorithms to approach the underlying NP-hard problem of portfolio optimization with a cardinality constraint. All three of these...