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

Yalcin Akcay, Gerardo Berbeglia, Young-San Lin

We propose a framework for the Markov chain (MC) choice model with panel data, including parameter estimation, personalized choice prediction, and personalized assortment optimizat…