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Modeling Multiple Sources of Heterogeneity in Multinomial Logit Models: Methodological and Managerial Issues

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  1. Chintagunta, Pradeep K., 1999. "Measuring the effects of new brand introduction on inter-brand strategic interaction," European Journal of Operational Research, Elsevier, vol. 118(2), pages 315-331, October.
  2. Dutta, Shantanu & Bergen, Mark & Levy, Daniel, 2002. "Price Flexibility in Channels of Distribution: Evidence from Scanner Data," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 26(11), pages 1845-1900.
  3. Kartik Hosanagar, 2011. "Usercentric Operational Decision Making in Distributed Information Retrieval," Information Systems Research, INFORMS, vol. 22(4), pages 739-755, December.
  4. Abramson, Charles & Buchmueller, Thomas & Currim, Imran, 1998. "Models of health plan choice," European Journal of Operational Research, Elsevier, vol. 111(2), pages 228-247, December.
  5. Junghyun Park & Minki Kim & Pradeep K Chintagunta, 2022. "Mapping Consumers’ Context-Dependent Consumption Preferences: A Multidimensional Unfolding Approach [An Empirical Comparison of Logit Choice Models with Discrete versus Continuous Representations o," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 49(2), pages 202-228.
  6. Alok K. Bohara & Randall G. Krieg, 1996. "A Zero-inflated Poisson Model of Migration Frequency," International Regional Science Review, , vol. 19(3), pages 211-222, July.
  7. Konstantin Kogan & Avi Herbon & Beatrice Venturi, 2020. "Direct marketing of an event under hazards of customer saturation and forgetting," Annals of Operations Research, Springer, vol. 295(1), pages 207-227, December.
  8. Steven M. Shugan, 2002. "Editorial: Marketing Science, Models, Monopoly Models, and Why We Need Them," Marketing Science, INFORMS, vol. 21(3), pages 223-228.
  9. Dan Horsky & Sanjog Misra & Paul Nelson, 2006. "Observed and Unobserved Preference Heterogeneity in Brand-Choice Models," Marketing Science, INFORMS, vol. 25(4), pages 322-335, 07-08.
  10. Fok, Dennis & Paap, Richard & Franses, Philip Hans, 2012. "Modeling dynamic effects of promotion on interpurchase times," Computational Statistics & Data Analysis, Elsevier, vol. 56(11), pages 3055-3069.
  11. Shantanu Dutta & Om Narasimhan & Surendra Rajiv, 1999. "Success in High-Technology Markets: Is Marketing Capability Critical?," Marketing Science, INFORMS, vol. 18(4), pages 547-568.
  12. Guhl, Daniel & Baumgartner, Bernhard & Kneib, Thomas & Steiner, Winfried J., 2018. "Estimating time-varying parameters in brand choice models: A semiparametric approach," International Journal of Research in Marketing, Elsevier, vol. 35(3), pages 394-414.
  13. Dellaert, B.G.C. & Borgers, A.W.J. & Louviere, J. & Timmermans, H.J.P., 1998. "Consumer Choice of Modularized Products : A Conjoint Choice Experiment Approach," Discussion Paper 1998-30, Tilburg University, Center for Economic Research.
  14. Barros, Carlos Pestana & Ferreira, Candida & Williams, Jonathan, 2007. "Analysing the determinants of performance of best and worst European banks: A mixed logit approach," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2189-2203, July.
  15. Ravula, Prashanth & Bhatnagar, Amit & Ghose, Sanjoy, 2020. "Antecedents and consequences of cross-effects: An empirical analysis of omni-coupons," International Journal of Research in Marketing, Elsevier, vol. 37(2), pages 405-420.
  16. Olga Novikova & Dmitriy B. Potapov, 2015. "Empirical Analysis of Consumer Purchase Behavior: Interaction between State Dependence and Sensitivity to Marketing-Mix Variables," HSE Working papers WP BRP 48/MAN/2015, National Research University Higher School of Economics.
  17. Baltas, George & Doyle, Peter, 2001. "Random utility models in marketing research: a survey," Journal of Business Research, Elsevier, vol. 51(2), pages 115-125, February.
  18. Amaral, Christopher & Kolsarici, Ceren, 2020. "The financial advice puzzle: The role of consumer heterogeneity in the advisor choice," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
  19. Arnd Huchzermeier & Ananth Iyer & Julia Freiheit, 2002. "The Supply Chain Impact of Smart Customers in a Promotional Environment," Manufacturing & Service Operations Management, INFORMS, vol. 4(3), pages 228-240, November.
  20. Joan L. Walker & Moshe Ben-Akiva & Denis Bolduc, 2007. "Identification of parameters in normal error component logit-mixture (NECLM) models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1095-1125.
  21. Little, John D. C. & Anderson, Eric T., 1994. "A product choice model with marketing, filtering and purchase feedback," Working papers 3670-94., Massachusetts Institute of Technology (MIT), Sloan School of Management.
  22. Joffre Swait & Rick L. Andrews, 2003. "Enriching Scanner Panel Models with Choice Experiments," Marketing Science, INFORMS, vol. 22(4), pages 442-460, September.
  23. Desmet, Pierre & Feinberg, Fred M., 2003. "Ask and ye shall receive: The effect of the appeals scale on consumers' donation behavior," Journal of Economic Psychology, Elsevier, vol. 24(3), pages 349-376, June.
  24. Rinus Haaijer & Michel Wedel & Marco Vriens & Tom Wansbeek, 1998. "Utility Covariances and Context Effects in Conjoint MNP Models," Marketing Science, INFORMS, vol. 17(3), pages 236-252.
  25. Steven M. Shugan, 2002. "The Mission of Marketing Science," Marketing Science, INFORMS, vol. 21(1), pages 1-13.
  26. Nishtha Langer & Chris Forman & Sunder Kekre & Baohong Sun, 2012. "Ushering Buyers into Electronic Channels: An Empirical Analysis," Information Systems Research, INFORMS, vol. 23(4), pages 1212-1231, December.
  27. Wallace J. Hopp & Xiaowei Xu, 2005. "Product Line Selection and Pricing with Modularity in Design," Manufacturing & Service Operations Management, INFORMS, vol. 7(3), pages 172-187, August.
  28. Murthi, B.P.S. & Rao, Ram C., 2012. "Price Awareness and Consumers’ Use of Deals in Brand Choice," Journal of Retailing, Elsevier, vol. 88(1), pages 34-46.
  29. José M. Labeaga & Mercedes Martos-Partal, 2007. "A Proposal to Distinguish State Dependence and Unobserved Heterogeneity in Binary Brand Choice Models," Working Papers 2007-02, FEDEA.
  30. Liye Ma & Ramayya Krishnan & Alan L. Montgomery, 2015. "Latent Homophily or Social Influence? An Empirical Analysis of Purchase Within a Social Network," Management Science, INFORMS, vol. 61(2), pages 454-473, February.
  31. Yangyang Xie & Lei Xie & Meng Lu & Houmin Yan, 2021. "Performance‐Price‐Ratio Utility: Market Equilibrium Analysis and Empirical Calibration Studies," Production and Operations Management, Production and Operations Management Society, vol. 30(5), pages 1442-1456, May.
  32. Nishtha Langer & Ram D. Gopal & Ravi Bapna, 2020. "Onward and Upward? An Empirical Investigation of Gender and Promotions in Information Technology Services," Information Systems Research, INFORMS, vol. 31(2), pages 383-398, June.
  33. Sunil Wattal & Rahul Telang & Tridas Mukhopadhyay & Peter Boatwright, 2012. "What's in a “Name”? Impact of Use of Customer Information in E-Mail Advertisements," Information Systems Research, INFORMS, vol. 23(3-part-1), pages 679-697, September.
  34. Weber, Anett & Steiner, Winfried J., 2021. "Modeling price response from retail sales: An empirical comparison of models with different representations of heterogeneity," European Journal of Operational Research, Elsevier, vol. 294(3), pages 843-859.
  35. González-Benito, Óscar & Martínez-Ruiz, María Pilar & Mollá-Descals, Alejandro, 2009. "Using store level scanner data to improve category management decisions: Developing positioning maps," European Journal of Operational Research, Elsevier, vol. 198(2), pages 666-674, October.
  36. B. P. S. Murthi & Sumit Sarkar, 2003. "The Role of the Management Sciences in Research on Personalization," Management Science, INFORMS, vol. 49(10), pages 1344-1362, October.
  37. Makoto Abe & Yasemin Boztug & Lutz Hildebrandt, 2004. "Investigating the competitive assumption of Multinomial Logit models of brand choice by nonparametric modeling," Computational Statistics, Springer, vol. 19(4), pages 635-657, December.
  38. Park, Chang Hee, 2017. "Online Purchase Paths and Conversion Dynamics across Multiple Websites," Journal of Retailing, Elsevier, vol. 93(3), pages 253-265.
  39. Wedel, Michel & Leeflang, Peter S. H., 1998. "A model for the effects of psychological pricing in Gabor-Granger price studies," Journal of Economic Psychology, Elsevier, vol. 19(2), pages 237-260, April.
  40. B. P. S. Murthi & Sumit Sarkar, 2003. "The Role of the Mangement Sciences in Research on Personalization," Review of Marketing Science Working Papers 2-2-1025, Berkeley Electronic Press.
  41. J. Miguel Villas-Boas & Russell S. Winer, 1999. "Endogeneity in Brand Choice Models," Management Science, INFORMS, vol. 45(10), pages 1324-1338, October.
  42. Rajiv Lal & J. Miguel Villas-Boas, 1998. "Price Promotions and Trade Deals with Multiproduct Retailers," Management Science, INFORMS, vol. 44(7), pages 935-949, July.
  43. Nitin Mehta & Surendra Rajiv & Kannan Srinivasan, 2003. "Price Uncertainty and Consumer Search: A Structural Model of Consideration Set Formation," Marketing Science, INFORMS, vol. 22(1), pages 58-84, June.
  44. Bohara, Alok K. & McKee, Michael & Berrens, Robert P. & Jenkins-Smith, Hank & Silva, Carol L. & Brookshire, David S., 1998. "Effects of Total Cost and Group-Size Information on Willingness to Pay Responses: Open Ended vs. Dichotomous Choice," Journal of Environmental Economics and Management, Elsevier, vol. 35(2), pages 142-163, March.
  45. Kim Jin Gyo & Menzefricke Ulrich & Feinberg Fred M., 2004. "Assessing Heterogeneity in Discrete Choice Models Using a Dirichlet Process Prior," Review of Marketing Science, De Gruyter, vol. 2(1), pages 1-41, January.
  46. Joan L. Walker & Moshe Ben-Akiva, 2011. "Advances in Discrete Choice: Mixture Models," Chapters, in: André de Palma & Robin Lindsey & Emile Quinet & Roger Vickerman (ed.), A Handbook of Transport Economics, chapter 8, Edward Elgar Publishing.
  47. Swait, Joffre & Brigden, Neil & Johnson, Richard D., 2014. "Categories shape preferences: A model of taste heterogeneity arising from categorization of alternatives," Journal of choice modelling, Elsevier, vol. 13(C), pages 3-23.
  48. Olufemi Daniel Bolarinwa & Kolawole Ogundari & Adebayo B. Aromolaran, 2020. "Intertemporal evaluation of household food security and its determinants: evidence from Rwanda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(1), pages 179-189, February.
  49. Richard Paap & Philip Hans Franses, 2000. "A dynamic multinomial probit model for brand choice with different long-run and short-run effects of marketing-mix variables," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(6), pages 717-744.
  50. Michaela Draganska & Dipak Jain, 2004. "A Likelihood Approach to Estimating Market Equilibrium Models," Management Science, INFORMS, vol. 50(5), pages 605-616, May.
  51. Pierre Volle, 2001. "The Short-Term Effect of Store-Level Promotions on Store Choice and the Moderating Role of Individual Variables," Post-Print halshs-00164831, HAL.
  52. Chiang, Jeongwen & Chib, Siddhartha & Narasimhan, Chakravarthi, 1998. "Markov chain Monte Carlo and models of consideration set and parameter heterogeneity," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 223-248, November.
  53. Yi Qian & Hui Xie, 2011. "No Customer Left Behind: A Distribution-Free Bayesian Approach to Accounting for Missing Xs in Marketing Models," Marketing Science, INFORMS, vol. 30(4), pages 717-736, July.
  54. Desai, Kalpesh Kaushik & Gauri, Dinesh Kumar & Ma, Yu, 2014. "An Empirical Investigation of Composite Product Choice," Journal of Retailing, Elsevier, vol. 90(4), pages 493-510.
  55. Lily (Xuehui) Gao & Evert Haan & Iguácel Melero-Polo & F. Javier Sese, 2023. "Winning your customers’ minds and hearts: Disentangling the effects of lock-in and affective customer experience on retention," Journal of the Academy of Marketing Science, Springer, vol. 51(2), pages 334-371, March.
  56. Gázquez-Abad, Juan Carlos & Martínez-López, Francisco J., 2016. "Understanding the impact of store flyers on purchase behaviour: An empirical analysis in the context of Spanish households," Journal of Retailing and Consumer Services, Elsevier, vol. 28(C), pages 263-273.
  57. Ailawadi, Kusum L. & Neslin, Scott A. & Luan, Y. Jackie & Taylor, Gail Ayala, 2014. "Does retailer CSR enhance behavioral loyalty? A case for benefit segmentation," International Journal of Research in Marketing, Elsevier, vol. 31(2), pages 156-167.
  58. Volle, Pierre, 2001. "The short-term effect of store-level promotions on store choice, and the moderating role of individual variables," Journal of Business Research, Elsevier, vol. 53(2), pages 63-73, August.
  59. Carlos Pestana Barros & Isabel Proenca & Joao Ricardo Faria & Luis Gil-Alana, 2007. "Are Usa Citizens At Risk Of Terrorism In Europe?," Defence and Peace Economics, Taylor & Francis Journals, vol. 18(6), pages 495-507.
  60. Allenby, Greg M. & Rossi, Peter E., 1998. "Marketing models of consumer heterogeneity," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 57-78, November.
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