10 citations · 10 across the 4 of their papers we have counts for
4 papers
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…
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…
Approximate Resolution of Stochastic Choice-based Discrete Planning
Jiajie Zhang, Yun Hui Lin, Gerardo Berbeglia
Stochastic choice-based discrete planning is a broad class of decision-making problems characterized by a sequential decision-making process involving a planner and a group of cust…
Pricing Policies for Selling Indivisible Storable Goods to Strategic Consumers
Gerardo Berbeglia, Gautam Rayaprolu, Adrian Vetta
We study the dynamic pricing problem faced by a monopolistic retailer who sells a storable product to forward-looking consumers. In this framework, the two major pricing policies (…