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Fundamental Anomalies

Author

Listed:
  • Erica X. N. Li

    (Department of Finance, Cheung Kong Graduate School of Business, Beijing 100738, China)

  • Guoliang Ma

    (Paula and Gregory Chow Institute for Studies in Economics and Department of Finance in School of Economics, Xiamen University, Fujian 361005, China)

  • Shujing Wang

    (Department of Economics and Finance, School of Economics and Management, Tongji University, Shanghai 200092, China)

  • Cindy Yu

    (Department of Statistics, Iowa State University, Ames, Iowa 50011)

Abstract

This paper proposes a portfolio-independent method to estimate q -theory models, in which parameters are obtained using Bayesian Markov chain Monte Carlo (MCMC) to match firm-level stock returns. Our methodology addresses a previous critique on prior studies that model parameters are chosen to fit a specific set of anomalies and different values are needed to fit each anomaly. By targeting the entire sample of firm-level returns and allowing industry and time variations in parameter values, our estimations yield higher correlations between realized and fundamental portfolio returns compared with prior literature. Additionally, the estimated two-capital model generates large and significant size, momentum, profitability, investment, and intangibles premiums, but falls short in explaining the value and accruals anomalies. This limitation underscores the importance of portfolio-independent parameter estimation in evaluating a model’s capability to generate return anomalies.

Suggested Citation

  • Erica X. N. Li & Guoliang Ma & Shujing Wang & Cindy Yu, 2026. "Fundamental Anomalies," Management Science, INFORMS, vol. 72(2), pages 1636-1657, February.
  • Handle: RePEc:inm:ormnsc:v:72:y:2026:i:2:p:1636-1657
    DOI: 10.1287/mnsc.2023.01313
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    References listed on IDEAS

    as
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