Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/112399
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Title: Financial distress and return : a finite mixture approach
Authors: Cheng, Z 
Fang, J
Issue Date: Jun-2025
Source: Journal of corporate finance, June 2025, v. 92, 102779
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
Finite mixture models
Machine learning
Mispricing
Puzzle
Publisher: Elsevier
Journal: Journal of corporate finance 
ISSN: 0929-1199
EISSN: 1872-6313
DOI: 10.1016/j.jcorpfin.2025.102779
Rights: © 2025 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
The following publication Cheng, Z., & Fang, J. (2025). Financial distress and return: A finite mixture approach. Journal of Corporate Finance, 92, 102779 is available at https://doi.org/10.1016/j.jcorpfin.2025.102779.
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