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Stock Market Mean Reversion and the Optimal Equity Allocation of a Long-Lived Investor

Review of Finance 2001 5(3), 269-292 open access
Abstract This paper solves numerically the intertemporal consumption and portfolio choice problem of an infinitely-lived investor who faces a time-varying equity premium. The solutions we obtain are very similar to the approximate analytical solutions of Campbell and Viceira (1999), except at the upper extreme of the state space where both the numerical consumption and portfolio rules flatten out. We also consider a constrained version of the problem in which the investor faces borrowing and short-sales restrictions. These constraints bind when the equity premium moves away from its mean in either direction, and are particularly severe for risk-tolerant investors. The constraints have substantial effects on optimal consumption, but much more modest effects on optimal portfolio choice in the region of the state space where they are not binding. JEL classification: G12.

Consumption and Portfolio Choice over the Life Cycle

Review of Financial Studies 2005 18(2), 491-533
This article solves a realistically calibrated life cycle model of consumption and portfolio choice with non-tradable labor income and borrowing constraints. Since labor income substitutes for riskless asset holdings, the optimal share invested in equities is roughly decreasing over life. We compute a measure of the importance of human capital for investment behavior. We find that ignoring labor income generates large utility costs, while the cost of ignoring only its risk is an order of magnitude smaller, except when we allow for a disastrous labor income shock. Moreover, we study the implications of introducing endogenous borrowing constraints in this incomplete-markets setting.

The Price of Correlation Risk: Evidence from Equity Options

Journal of Finance 2009 64(3), 1377-1406 open access
ABSTRACT We study whether exposure to marketwide correlation shocks affects expected option returns, using data on S&P100 index options, options on all components, and stock returns. We find evidence of priced correlation risk based on prices of index and individual variance risk. A trading strategy exploiting priced correlation risk generates a high alpha and is attractive for CRRA investors without frictions. Correlation risk exposure explains the cross‐section of index and individual option returns well. The correlation risk premium cannot be exploited with realistic trading frictions, providing a limits‐to‐arbitrage interpretation of our finding of a high price of correlation risk.

Model Ambiguity versus Model Misspecification in Dynamic Portfolio Choice

Journal of Finance 2026 81(3), 1741-1795 open access
ABSTRACT We study aversion to model ambiguity and misspecification in dynamic portfolio choice. Risk‐averse investors (relative risk aversion ) fear return persistence, while risk‐tolerant investors () fear mean reversion, when confronting model misspecification concerns of identically and independently distributed (IID) returns. The intuition is that risk‐averse investors, who want to hedge intertemporally, endogenously fear return persistence, which precludes hedging. A log investor is myopic and unaffected by model misspecification, therefore only worrying about model ambiguity. Our model can generate belief scarring, nonparticipation in equity markets, and extrapolative return expectations. Extending beyond IID returns, we study model misspecification for a mean‐reverting Sharpe ratio.

Does Skin in the Game Matter? Director Incentives and Governance in the Mutual Fund Industry

Journal of Financial and Quantitative Analysis 2009 44(6), 1345-1373
Abstract We use a unique database on ownership stakes of equity mutual fund directors to analyze whether the directors’ incentive structure is related to fund performance. Ownership of both independent and nonindependent directors plays an economically and statistically significant role. Funds in which directors have low ownership, or “skin in the game,” significantly underperform. We posit two economic mechanisms to explain this relation. First, lack of ownership could indicate a director’s lack of alignment with fund shareholder interests. Second, directors may have superior private information on future performance. We find evidence in support of the first and against the second mechanism.

Individual stock-option prices and credit spreads

Journal of Banking & Finance 2008 32(12), 2706-2715 open access
This paper introduces measures of volatility and jump risk that are based on individual stock options to explain credit spreads on corporate bonds. Implied volatilities of individual options are shown to contain useful information for credit spreads and improve on historical volatilities when explaining the cross-sectional and time-series variation in a panel of corporate bond spreads. Both the level of individual implied volatilities and (to a lesser extent) the implied-volatility skew matter for credit spreads. Detailed principal component analysis shows that a large part of the time-series variation in credit spreads can be explained in this way.