The game-theoretic capital asset pricing model

被引:5
作者
Vovk, Vladimir [1 ]
Shafer, Glenn [1 ,2 ]
机构
[1] Univ London, Dept Comp Sci, Comp Learning Res Ctr, Egham TW20 0EX, Surrey, England
[2] Rutgers Business Sch, Newark, NJ 07102 USA
基金
美国国家科学基金会; 英国工程与自然科学研究理事会;
关键词
asset performance; asset pricing; CAPM; game-theoretic probability; imprecise probabilities; upper and lower probabilities;
D O I
10.1016/j.ijar.2007.03.015
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Using Shafer and Vovk's game-theoretic framework, we derive a capital asset pricing model from an efficient market hypothesis, with no assumptions about the beliefs or preferences of investors. Our efficient market hypothesis says that a speculator with limited means cannot beat a particular index by a substantial factor. The model we derive says that the difference between the average returns of a portfolio and the index should approximate, with high lower probability, the difference between the portfolio's covariance with the index and the index's variance. This leads to interesting new ways to evaluate the past performance of portfolios and funds. (c) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:175 / 197
页数:23
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