Abstract
We develop and implement linear formulations of convex stochastic dominance relations based on decreasing absolute risk aversion (DARA) for discrete and polyhedral choice sets. Our approach is based on a piecewise-exponential representation of utility and a local linear approximation to the exponentiation of log marginal utility. An empirical application to historical stock market data suggests that a passive stock market portfolio is DARA stochastic dominance inefficient relative to concentrated portfolios of small-cap stocks. The mean-variance rule and Nth-order stochastic dominance rules substantially underestimate the degree of market portfolio inefficiency because they do not penalize the unfavorable skewness of diversified portfolios, in violation of DARA.
Original language | English |
---|---|
Pages (from-to) | 1615-1629 |
Number of pages | 15 |
Journal | Management Science |
Volume | 61 |
Issue number | 7 |
DOIs | |
Publication status | Published - Jul 1 2015 |
Externally published | Yes |
Keywords
- Bootstrapping
- Decreasing absolute risk aversion
- Linear programming
- Market portfolio efficiency
- Pricing kernel
- Skewness
- Stochastic dominance
- Utility theory
ASJC Scopus subject areas
- Strategy and Management
- Management Science and Operations Research