2 papers
cs.LG2026
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…
cs.DS2026
Modern column generation for estimating single- and multi-purchase ranked list choice models
Luciano Costa, Gerardo Berbeglia, Claudio Contardo +1
This paper studies the estimation of ranked-list discrete choice models with single and multiple purchases. In this setting, each consumer type is characterized by a ranking over a…