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arXiv stat.ML · Papers

Estimation, Prediction, and Assortment Optimization for Markov Chain Choice Models with Panel Data

arXiv:2607.09817v1 Announce Type: cross Abstract: We propose a framework for the Markov chain (MC) choice model with panel data, including parameter estimation, personalized choice prediction, and personalized assortment optimization. In contrast to the traditional setting, which assumes that each transaction is indepe