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This monograph provides a review of choice models in marketing from the perspective of a utility maximizing consumer subject to budgetary restrictions. Marketing models of choice have undergone many transformations over the last 20 years, and the advent to hierarchical Bayes models indicate that...
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The decision to rent or own is prevalent in many consumer decisions, including what to wear, what to watch and what to read. A challenge to firms pricing these products is understanding whether renting, or having access through a subscription, is considered complementary to, or acts as a...
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We examine the profitability of personalized pricing policies that are derived using different specifications of demand in a typical retail setting with consumer-level panel data. We generate pricing policies from a variety of models, including Bayesian hierarchical choice models, regularized...
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