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

IF 0.4 4区 经济学 Q4 BUSINESS, FINANCE Journal of Derivatives Pub Date : 2011-02-15 DOI:10.2139/ssrn.1288103
Alexandros Kostakis, Nikolaos Panigirtzoglou, G. Skiadopoulos
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引用次数: 113

Abstract

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. This paper was accepted by Wei Xiong, finance.
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期权隐含分布的市场时机选择:前瞻性方法
我们通过开发一种使用市场期权价格信息的前瞻性方法来解决静态资产配置问题的实证实施。为此,我们提取定期限标准普尔500隐含分布,并将其转化为相应的风险调整后的隐含分布。然后,我们形成由风险资产和无风险资产组成的最优投资组合,并评估它们的样本外表现。我们发现,与使用历史收益分布来计算最优策略相比,使用风险调整后的隐含分布乘以市场和使投资者获得更好的收益。这些结果适用于许多评估指标和效用函数,即使在考虑交易成本的情况下也是如此。不出所料,在最近的次贷危机中,市场选择时机的能力恶化了。将该方法扩展到动态资产配置设置。本文被财经魏雄录用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Derivatives
Journal of Derivatives Economics, Econometrics and Finance-Economics and Econometrics
CiteScore
1.30
自引率
14.30%
发文量
35
期刊介绍: The Journal of Derivatives (JOD) is the leading analytical journal on derivatives, providing detailed analyses of theoretical models and how they are used in practice. JOD gives you results-oriented analysis and provides full treatment of mathematical and statistical information on derivatives products and techniques. JOD includes articles about: •The latest valuation and hedging models for derivative instruments and securities •New tools and models for financial risk management •How to apply academic derivatives theory and research to real-world problems •Illustration and rigorous analysis of key innovations in derivative securities and derivative markets
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