Market Timing with Option-Implied Distributions: A Forward-Looking Approach

被引:63
|
作者
Kostakis, Alexandros [1 ]
Panigirtzoglou, Nikolaos [2 ]
Skiadopoulos, George [3 ,4 ,5 ]
机构
[1] Univ Liverpool, Liverpool Management Sch, Liverpool L69 7ZH, Merseyside, England
[2] Univ London, Dept Econ, London E1 4NS, England
[3] Univ Piraeus, Dept Banking & Financial Management, Piraeus 18534, Greece
[4] Univ Warwick, Warwick Business Sch, Financial Opt Res Ctr, Coventry CV4 7AL, W Midlands, England
[5] City Univ London, Cass Business Sch, London EC1Y 8TZ, England
关键词
asset allocation; option-implied distributions; market timing; performance evaluation; portfolio choice; risk aversion; PORTFOLIO ALLOCATION; MEAN-VARIANCE; RISK; VOLATILITY; CONSUMPTION; RETURNS; PRICES; OPTIMIZATION; COVARIANCES; DECISIONS;
D O I
10.1287/mnsc.1110.1346
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We address the empirical implementation of the static asset allocation problem by developing a forward-looking approach that uses information from market option prices. To this end, we extract constant maturity S&P 500 implied distributions and transform them to the corresponding risk-adjusted ones. Then we form optimal portfolios consisting of a risky and a risk-free asset and evaluate their out-of-sample performance. We find that the use of risk-adjusted implied distributions times the market and makes the investor better off than if she uses historical returns' distributions to calculate her optimal strategy. The results hold under a number of evaluation metrics and utility functions and carry through even when transaction costs are taken into account. Not surprisingly, the reported market timing ability deteriorated during the recent subprime crisis. An extension of the approach to a dynamic asset allocation setting is also presented.
引用
收藏
页码:1231 / 1249
页数:19
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