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Financial distress and return: A finite mixture approach

Zhuo Cheng and Jing Fang

Journal of Corporate Finance, 2025, vol. 92, issue C

Abstract: Using finite mixture models, we find that financial distress is related to realized return negatively (positively) for one (the other) latent group. The negative (positive) relation concentrates in firms with large negative (positive) realized return; the likelihood for a firm to be in the latent group with a positive relation is negatively related to its price-to-value ratio estimate and mispricing score, both of which measure relative mispricing. The mispricing-correction component of realized return is negative (positive) for overvalued (undervalued) firms and decreases (increases) with corrected overvaluation (undervaluation). Overall, our findings are consistent with the view that mispricing—undervaluation and overvaluation—is larger for firms with higher financial distress. Evident in our findings, an overall negative relation between financial distress and realized return is driven by the negative relation between financial distress and the mispricing-correction component for overvalued firms and, therefore, it is not at odds with the risk-reward paradigm.

Keywords: Financial distress; Puzzle; Mispricing; Finite mixture models; Machine learning (search for similar items in EconPapers)
JEL-codes: C11 C38 G12 G14 (search for similar items in EconPapers)
Date: 2025
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Persistent link: https://EconPapers.repec.org/RePEc:eee:corfin:v:92:y:2025:i:c:s0929119925000471

DOI: 10.1016/j.jcorpfin.2025.102779

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