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A Comparative Empirical Study of Discrete Choice Models in Retail Operations
16 references·10 citing·37 second hop
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(2022)The Exponomial Choice Model f…Revenue Management Under a Mixture of Independent Demand and Multinomial Logit Models (2022)Revenue Management Under a Mi…Decision Forest: A Nonparametric Approach to Modeling Irrational Choice (2022)Decision Forest: A Nonparamet…Assortment optimization using an attraction model in an omnichannel environment (2022)Assortment optimization using…A choice-based optimization approach for contracting in supply chains (2022)A choice-based optimization a…The Click-Based MNL Model: A Novel Framework for Modeling Click Data in Assortment Optimization (2019)The Click-Based MNL Model: A …Le Comportement de l'Homme Rationnel devant le Risque: Critique des Postulats et Axiomes de l'Ecole Americaine (1953)A BEHAVIORAL MODEL OF RATIONAL CHOICE (1955)The Economics and Psychology of Personality Traits (2008)A universal model for mobility and migration patterns (2012)Theory of games and economic behavior (2019)Individual Choice Behavior (1962)Conditional logit analysis of qualitative choice behavior (1972)Elimination by aspects: A theory of choice. 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(1988)Choice Based on Reasons: The Case of Attraction and Compromise Effects (1989)Choice in Context: Tradeoff Contrast and Extremeness Aversion (1992)
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References

  • 2001Discrete Choice Methods with Simulation7,780 cited
  • 2000Mixed MNL models for discrete response4,354 cited
  • 1982Adding Asymmetrically Dominated Alternatives: Violations of Regularity and the Similarity Hypothesis1,944 cited
  • 1983A Logit Model of Brand Choice Calibrated on Scanner Data1,806 cited
  • 1977The structure of random utility models1,732 cited
  • 2004Revenue Management Under a General Discrete Choice Model of Consumer Behavior1,110 cited
  • 2010Dynamic Assortment Optimization with a Multinomial Logit Choice Model and Capacity Constraint490 cited
  • 1974Random Orderings and Stochastic Theories of Responses (1960)466 cited
  • 2007Demand Estimation and Assortment Optimization Under Substitution: Methodology and Application436 cited
  • 2001Stocking Retail Assortments Under Dynamic Consumer Substitution423 cited
  • 2020Prediction and behavioral analysis of travel mode choice: A comparison of machine learning and logit models406 cited
  • 2007On the Choice-Based Linear Programming Model for Network Revenue Management366 cited
  • 2009A Column Generation Algorithm for Choice-Based Network Revenue Management310 cited
  • 2013A Nonparametric Approach to Modeling Choice with Limited Data305 cited
  • 2014

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Assortment Optimization Under Variants of the Nested Logit Model
296 cited
  • 2016A Markov Chain Approximation to Choice Modeling289 cited
  • Cited by

    • 2022Decision Forest: A Nonparametric Approach to Modeling Irrational Choice50 cited
    • 2024Assortment optimization: a systematic literature review28 cited
    • 2022The Exponomial Choice Model for Assortment Optimization: An Alternative to the MNL Model?27 cited
    • 2023Frontiers in Service Science: Data-Driven Revenue Management: The Interplay of Data, Model, and Decisions23 cited
    • 2019The Click-Based MNL Model: A Novel Framework for Modeling Click Data in Assortment Optimization22 cited
    • 2022A choice-based optimization approach for contracting in supply chains20 cited
    • 2022Revenue Management Under a Mixture of Independent Demand and Multinomial Logit Models19 cited
    • 2022Assortment optimization using an attraction model in an omnichannel environment17 cited
    • 2024A Random Consideration Set Model for Demand Estimation, Assortment Optimization, and Pricing17 cited
    • 2024Axioms of Rationality for Discrete Choice Models1 cited