Abstract
Customer choice behavior can be broadly categorized as the state of choices and acts that affect a customer's purchasing behavior. A comprehensive statistical model for consumer switching from one brand to another is provided. Employing the Hidden Markov Model and Dynamic Programming techniques, various purchasing possibilities of customers are ascertained based on their brand purchase or non-purchase decisions.