基“异常”的有效因子

Bingzhi Zhao
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引用次数: 0

摘要

从规模、账面价值比和动量异常来看,一个无偏见、事前有效的前瞻性投资组合的事后夏普比率为2.3。一个因素从43个“异常”中剔除了39个,其余4个具有高周转率和交易成本。它对200个“异常”投资组合进行定价,显著优于MKT-RF、SMB、HML、MOM、LTR、STR、RMW、CMA、QMJ、ILIQ、BAB、DEV这12个因子的组合。GRS检验不能拒绝因子的事后效率。有效因子β产生的12%/年多空价差不能用所有12个因子的组合来解释,而只能用一个因子来解释。新的奇异特征的最佳混合可以被设计成通过现有的测试工具作为“独特的异常”,但却完全被有效因子所体现。有一种理论认为,资产按照群体特定的有效因子递归定价,表明“异常”可预测性相当于单因素定价,而不考虑理性/行为原因。由效率因子推导出的隐含随机折现因子收益符合经济学理论,而由市场收益推导出的隐含随机折现因子收益则不符合经济学理论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Efficient Factor from Basis 'Anomalies'
A look-ahead-bias-free, ex-ante efficient portfolio from Size, B/M and Momentum anomalies has an ex-post Sharpe ratio of 2.3. The one factor drives out 39 “anomalies” from a total of 43, the remaining 4 have high turnover and trading costs. It prices 200 “anomalous” portfolios and significantly out-perform the combined 12 factors: MKT-RF, SMB, HML, MOM, LTR, STR, RMW, CMA, QMJ, ILIQ, BAB, DEV. GRS test cannot reject the factor’s ex-post efficiency. The 12%/year long-short spread from the efficient factor beta cannot be explained by all 12 factors combined, but 1 factor alone. Optimal mixture of new exotic characteristics can be engineered to pass existing testing tools as “unique anomalies”, yet are completely manifested by the efficient factor.A theory where assets are priced recursively w.r.t. the group-specific efficient factor shows that “anomalous” predictabilities are equivalent to 1-factor pricing, regardless of rational/behavioral cause. The Implied Stochastic Discount Factor return deduced from the efficient factor is consistent with economic theory, while the one from the market return is not.
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