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Machine learning and the prediction of changes in profitability
Contemporary Accounting Research, 2023 Abstract This study uses machine‐learning methods to predict next‐period change in profitability based on a model proposed by Penman and Zhang (2004, Working paper, Columbia University and University of California, Berkeley; “PZ”). We find that new machine‐learning methods predict out of sample substantially better than traditional regression methods ...
Stewart Jones
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