ScienceGuardians

ScienceGuardians

Did You Know?

ScienceGuardians holds all parties accountable

From Econometrics to Machine Learning: Transforming Empirical Asset Pricing

Authors: Chuan Shi
Journal: Journal of Economic Surveys
Publisher: Wiley
Publish date: 2025-7-17
ISSN: 0950-0804 DOI: 10.1111/joes.70002
View on Publisher's Website
Up
0
Down
::

The Sharpe ratios reported in Table 4 appear implausibly high:

Fama-French (1993): 0.61 (reasonable)
Hou et al. (2015): 1.81
Kozak et al. (2020): 2.77
Kelly et al. (2019): 3.21
Concern: An out-of-sample Sharpe ratio of 3.21 for a long-short portfolio implies an annualized return of ~32% with 10% volatility. This exceeds virtually all documented anomaly returns and seems inconsistent with realistic transaction costs and practical constraints. How were these calculated? Did they account for transaction costs, turnover, or short-selling constraints? Without these, the “investment opportunities” they claim are largely illusory for actual investors.

 

  • You must be logged in to reply to this topic.