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The “Shopping Basket”: A Model for Multicategory Purchase Incidence Decisions

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Cited by:

  1. Jimmy Q. Li & Paat Rusmevichientong & Duncan Simester & John N. Tsitsiklis & Spyros I. Zoumpoulis, 2015. "The Value of Field Experiments," Management Science, INFORMS, vol. 61(7), pages 1722-1740, July.
  2. Carlo Russo & Rachael Goodhue, 2018. "Farmgate prices, retail prices, and supermarkets' pricing decisions: An integrated approach," Agribusiness, John Wiley & Sons, Ltd., vol. 34(1), pages 24-43, December.
  3. Boztug, Yasemin & Reutterer, Thomas, 2008. "A combined approach for segment-specific market basket analysis," European Journal of Operational Research, Elsevier, vol. 187(1), pages 294-312, May.
  4. Park, Sangwon & Nicolau, Juan L., 2015. "Differentiated effect of advertising: Joint vs. separate consumption," Tourism Management, Elsevier, vol. 47(C), pages 107-114.
  5. Francisco Rosas & Santiago Acerenza & Peter F. Orazem, 2020. "Optimal pricing strategies for a cluster of goods: own- and cross-price effects with correlated tastes," Applied Economics, Taylor & Francis Journals, vol. 52(7), pages 742-755, February.
  6. J.W.B. Bos & E. Stam, 2011. "Gazelles, Industry Growth and Structural Change," Working Papers 11-02, Utrecht School of Economics.
  7. Gal Oestreicher-Singer & Arun Sundararajan, 2012. "The Visible Hand? Demand Effects of Recommendation Networks in Electronic Markets," Management Science, INFORMS, vol. 58(11), pages 1963-1981, November.
  8. Timothy J Richards & Celine Bonnet & Zohra Bouamra-Mechemache, 2018. "Complementarity and bargaining power," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 45(3), pages 297-331.
  9. Schröder, Nadine & Falke, Andreas & Hruschka, Harald & Reutterer, Thomas, 2019. "Analyzing the Browsing Basket: A Latent Interests-Based Segmentation Tool," Journal of Interactive Marketing, Elsevier, vol. 47(C), pages 181-197.
  10. Leeflang, Peter S.H. & Parreño Selva, Josefa & Van Dijk, Albert & Wittink, Dick R., 2008. "Decomposing the sales promotion bump accounting for cross-category effects," International Journal of Research in Marketing, Elsevier, vol. 25(3), pages 201-214.
  11. Youngsoo Kim & Rahul Telang & William B. Vogt & Ramayya Krishnan, 2010. "An Empirical Analysis of Mobile Voice Service and SMS: A Structural Model," Management Science, INFORMS, vol. 56(2), pages 234-252, February.
  12. Daniel Zeng & Yong Liu & Ping Yan & Yanwu Yang, 2021. "Location-Aware Real-Time Recommender Systems for Brick-and-Mortar Retailers," INFORMS Journal on Computing, INFORMS, vol. 33(4), pages 1608-1623, October.
  13. Ge, Houtian & Gomez, Miguel I. & Richards, Timothy J., 2018. "Retailer Marketing Strategy and Consumer Purchase Decision for Local Food – An Agent-Based Model," 2018 Annual Meeting, August 5-7, Washington, D.C. 273819, Agricultural and Applied Economics Association.
  14. Jean-Pierre H. Dubé, 2018. "Microeconometric Models of Consumer Demand," NBER Working Papers 25215, National Bureau of Economic Research, Inc.
  15. Sebastian Gabel & Artem Timoshenko, 2022. "Product Choice with Large Assortments: A Scalable Deep-Learning Model," Management Science, INFORMS, vol. 68(3), pages 1808-1827, March.
  16. Rakesh Niraj & V. Padmanabhan & P. B. Seetharaman, 2008. "Research Note—A Cross-Category Model of Households' Incidence and Quantity Decisions," Marketing Science, INFORMS, vol. 27(2), pages 225-235, 03-04.
  17. Adam N. Smith & Stephan Seiler & Ishant Aggarwal, 2023. "Optimal Price Targeting," Marketing Science, INFORMS, vol. 42(3), pages 476-499, May.
  18. Richards, Timothy J. & Hamilton, Stephen F. & Yonezawa, Koichi, 2018. "Retail Market Power in a Shopping Basket Model of Supermarket Competition," Journal of Retailing, Elsevier, vol. 94(3), pages 328-342.
  19. Bonnet, Céline & Richards, Timothy J., 2016. "Models of Consumer Demand for Differentiated Products," TSE Working Papers 16-741, Toulouse School of Economics (TSE).
  20. Ryan Dew & Yuhao Fan, 2021. "Correlated Dynamics in Marketing Sensitivities," Papers 2104.11702, arXiv.org, revised May 2024.
  21. Baranchuk, Nina & Kieschnick, Robert & Moussawi, Rabih, 2014. "Motivating innovation in newly public firms," Journal of Financial Economics, Elsevier, vol. 111(3), pages 578-588.
  22. Sobhani, Anae & Eluru, Naveen & Faghih-Imani, Ahmadreza, 2013. "A latent segmentation based multiple discrete continuous extreme value model," Transportation Research Part B: Methodological, Elsevier, vol. 58(C), pages 154-169.
  23. Bhat, Chandra R. & Srinivasan, Sivaramakrishnan & Sen, Sudeshna, 2006. "A joint model for the perfect and imperfect substitute goods case: Application to activity time-use decisions," Transportation Research Part B: Methodological, Elsevier, vol. 40(10), pages 827-850, December.
  24. Sanghak Lee & Jaehwan Kim & Greg M. Allenby, 2013. "A Direct Utility Model for Asymmetric Complements," Marketing Science, INFORMS, vol. 32(3), pages 454-470, May.
  25. Eggenschwiler, Matthias, 2024. "A systematic literature review on the cluttered cross-selling and cross-buying subfield: A call to action," OSF Preprints 35kaj, Center for Open Science.
  26. Harald Hruschka, 2017. "Multi-category purchase incidences with marketing cross effects," Review of Managerial Science, Springer, vol. 11(2), pages 443-469, March.
  27. Boztuğ, Yasemin & Hildebrandt, Lutz, 2005. "A market basket analysis conducted with a multivariate logit model," SFB 649 Discussion Papers 2005-028, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
  28. Mantrala, Murali K. & Levy, Michael & Kahn, Barbara E. & Fox, Edward J. & Gaidarev, Peter & Dankworth, Bill & Shah, Denish, 2009. "Why is Assortment Planning so Difficult for Retailers? A Framework and Research Agenda," Journal of Retailing, Elsevier, vol. 85(1), pages 71-83.
  29. Vithala R. Rao & Gary J. Russell & Hemant Bhargava & Alan Cooke & Tim Derdenger & Hwang Kim & Nanda Kumar & Irwin Levin & Yu Ma & Nitin Mehta & John Pracejus & R. Venkatesh, 2018. "Emerging Trends in Product Bundling: Investigating Consumer Choice and Firm Behavior," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 5(1), pages 107-120, March.
  30. Kumar, Ashish & Trivedi, Minakshi & Bezawada, Ram & Sridhar, Karthik, 2012. "A comparative analysis of differential consumer response across supermarket and specialty store in the candy category," Journal of Retailing and Consumer Services, Elsevier, vol. 19(6), pages 561-569.
  31. David A. Schweidel & Young-Hoon Park & Zainab Jamal, 2014. "A Multiactivity Latent Attrition Model for Customer Base Analysis," Marketing Science, INFORMS, vol. 33(2), pages 273-286, March.
  32. Zhiguo Yang, 2020. "Modeling Cross Category Purchase Decision Making with Consumers’ Mental Budgeting Control Habit," Information Management and Business Review, AMH International, vol. 11(4), pages 33-42.
  33. Jin, Ying & Su, Meng, 2009. "Recommendation and repurchase intention thresholds: A joint heterogeneity response estimation," International Journal of Research in Marketing, Elsevier, vol. 26(3), pages 245-255.
  34. Ahn, Dae-Yong, 2012. "A multivariate discrete choice method based on inequality restrictions," Economics Letters, Elsevier, vol. 115(3), pages 516-518.
  35. van Dijk, Bram & Paap, Richard, 2008. "Explaining individual response using aggregated data," Journal of Econometrics, Elsevier, vol. 146(1), pages 1-9, September.
  36. Anuj Kumar & Yinliang (Ricky) Tan, 2015. "The Demand Effects of Joint Product Advertising in Online Videos," Management Science, INFORMS, vol. 61(8), pages 1921-1937, August.
  37. Anindya Ghose & Sang Pil Han, 2014. "Estimating Demand for Mobile Applications in the New Economy," Management Science, INFORMS, vol. 60(6), pages 1470-1488, June.
  38. Trivedi, Minakshi & Sridhar, Karthik & Kumar, Ashish, 2016. "Impact of Healthy Alternatives on Consumer Choice: A Balancing Act," Journal of Retailing, Elsevier, vol. 92(1), pages 65-82.
  39. Xiaojing Dong & Pradeep Chintagunta & Puneet Manchanda, 2011. "A new multivariate count data model to study multi-category physician prescription behavior," Quantitative Marketing and Economics (QME), Springer, vol. 9(3), pages 301-337, September.
  40. van Nierop, J.E.M. & Leeflang, P.S.H. & Teerling, M.L. & Huizingh, K.R.E., 2011. "The impact of the introduction and use of an informational website on offline customer buying behavior," International Journal of Research in Marketing, Elsevier, vol. 28(2), pages 155-165.
  41. Boztuğ, Yasemin & Reutterer, Thomas, 2006. "A combined approach for segment-specific analysis of market basket data," SFB 649 Discussion Papers 2006-006, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
  42. Eric Kateta Tshiakambila & Joseph Chisasa, 2017. "Food Inflation and Passenger Vehicle Purchases in South Africa: Cointegration, Short Run Dynamics and Causality," Journal of Economics and Behavioral Studies, AMH International, vol. 9(5), pages 122-134.
  43. Subramanian Balachander & Bikram Ghosh, 2013. "Bayesian estimation of a simultaneous probit model using error augmentation: An application to multi-buying and churning behavior," Quantitative Marketing and Economics (QME), Springer, vol. 11(4), pages 437-458, December.
  44. Timothy J. Richards, 2017. "Analysis of Umbrella Branding with Crowdsourced Data," Agribusiness, John Wiley & Sons, Ltd., vol. 33(2), pages 135-150, April.
  45. Xiaoling Zhang & Shibo Li & Raymond R. Burke, 2018. "Modeling the effects of dynamic group influence on shopper zone choice, purchase conversion, and spending," Journal of the Academy of Marketing Science, Springer, vol. 46(6), pages 1089-1107, November.
  46. Theja Tulabandhula & Deeksha Sinha & Saketh Reddy Karra & Prasoon Patidar, 2020. "Multi-Purchase Behavior: Modeling, Estimation and Optimization," Papers 2006.08055, arXiv.org, revised Aug 2023.
  47. repec:hum:wpaper:sfb649dp2005-028 is not listed on IDEAS
  48. Puligadda, Sanjay & Ross, William T. & Chen, Jinjie & Howlett, Elizabeth, 2012. "When loyalties clash purchase behavior when a preferred brand is stocked out: The tradeoff between brand and store loyalty," Journal of Retailing and Consumer Services, Elsevier, vol. 19(6), pages 570-577.
  49. S. Sriram & Pradeep K. Chintagunta & Manoj K. Agarwal, 2010. "Investigating Consumer Purchase Behavior in Related Technology Product Categories," Marketing Science, INFORMS, vol. 29(2), pages 291-314, 03-04.
  50. Martín-Herrán, Guiomar & Sigué, Simon-Pierre & Zaccour, Georges, 2010. "The Dilemma of Pull and Push-Price Promotions," Journal of Retailing, Elsevier, vol. 86(1), pages 51-68.
  51. Thomas Reutterer & Kurt Hornik & Nicolas March & Kathrin Gruber, 2017. "A data mining framework for targeted category promotions," Journal of Business Economics, Springer, vol. 87(3), pages 337-358, April.
  52. Harald Hruschka, 2017. "Analyzing the dependences of multi-category purchases on interactions of marketing variables," Journal of Business Economics, Springer, vol. 87(3), pages 295-313, April.
  53. van Nierop, J.E.M. & Paap, R. & Bronnenberg, B. & Franses, Ph.H.B.F. & Wedel, M., 2005. "Retrieving unobserved consideration sets from household panel data," Econometric Institute Research Papers EI 2005-49, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
  54. Pradeep K. Chintagunta, 2021. "Comments on “Counterfactual Inference for Consumer Choice Across Many Product Categories”," Quantitative Marketing and Economics (QME), Springer, vol. 19(3), pages 411-415, December.
  55. Omar, Haytham & Klibi, Walid & Babai, M. Zied & Ducq, Yves, 2023. "Basket data-driven approach for omnichannel demand forecasting," International Journal of Production Economics, Elsevier, vol. 257(C).
  56. Prasad, Ashutosh & Strijnev, Andrei & Zhang, Qin, 2008. "What can grocery basket data tell us about health consciousness?," International Journal of Research in Marketing, Elsevier, vol. 25(4), pages 301-309.
  57. Pancras, Joseph & Gauri, Dinesh K. & Talukdar, Debabrata, 2013. "Loss leaders and cross-category retailer pass-through: A Bayesian multilevel analysis," Journal of Retailing, Elsevier, vol. 89(2), pages 140-157.
  58. Nitin Mehta, 2007. "Investigating Consumers' Purchase Incidence and Brand Choice Decisions Across Multiple Product Categories: A Theoretical and Empirical Analysis," Marketing Science, INFORMS, vol. 26(2), pages 196-217, 03-04.
  59. Carlo Russo, 2013. "Modelli comportamentali dei consumatori e strategie di pricing della Grande Distribuzione Organizzata. Implicazioni per le filiere agroalimentari," Economia agro-alimentare, FrancoAngeli Editore, vol. 15(1), pages 145-155.
  60. George, Morris & Kumar, V. & Grewal, Dhruv, 2013. "Maximizing Profits for a Multi-Category Catalog Retailer," Journal of Retailing, Elsevier, vol. 89(4), pages 374-396.
  61. repec:hum:wpaper:sfb649dp2006-006 is not listed on IDEAS
  62. MartI´n-Herrán, Guiomar & Sigué, Simon P., 2011. "Prices, promotions, and channel profitability: Was the conventional wisdom mistaken?," European Journal of Operational Research, Elsevier, vol. 211(2), pages 415-425, June.
  63. Tripathi Sanjeev & Sinha, Piyush Kumar & Sinha, Piyush Kumar, 2006. "Family and Store Choice - A Conceptual Framework," IIMA Working Papers WP2006-11-03, Indian Institute of Management Ahmedabad, Research and Publication Department.
  64. Gelper, Sarah & Wilms, Ines & Croux, Christophe, 2016. "Identifying Demand Effects in a Large Network of Product Categories," Journal of Retailing, Elsevier, vol. 92(1), pages 25-39.
  65. Awi Federgruen & Ming Hu, 2016. "Technical Note—Sequential Multiproduct Price Competition in Supply Chain Networks," Operations Research, INFORMS, vol. 64(1), pages 135-149, February.
  66. Jean-Pierre Dubé, 2004. "Multiple Discreteness and Product Differentiation: Demand for Carbonated Soft Drinks," Marketing Science, INFORMS, vol. 23(1), pages 66-81, September.
  67. Bruno Jacobs & Dennis Fok & Bas Donkers, 2021. "Understanding Large-Scale Dynamic Purchase Behavior," Marketing Science, INFORMS, vol. 40(5), pages 844-870, September.
  68. Katrin Dippold & Harald Hruschka, 2013. "Variable selection for market basket analysis," Computational Statistics, Springer, vol. 28(2), pages 519-539, April.
  69. Maxim Sinitsyn, 2012. "Coordination of Price Promotions in Complementary Categories," Management Science, INFORMS, vol. 58(11), pages 2076-2094, November.
  70. Vidya Mani & Douglas J. Thomas & Saurabh Bansal, 2022. "Estimating Substitution and Basket Effects in Retail Stores: Implications for Assortment Planning," Management Science, INFORMS, vol. 68(7), pages 5002-5024, July.
  71. Dogbe, Wisdom & Revoredo-Giha, Cesar, 2022. "Industry levy versus banning promotion on soft drinks in Scotland: A distributional analysis," Food Policy, Elsevier, vol. 106(C).
  72. Bhat, Chandra R., 2008. "The multiple discrete-continuous extreme value (MDCEV) model: Role of utility function parameters, identification considerations, and model extensions," Transportation Research Part B: Methodological, Elsevier, vol. 42(3), pages 274-303, March.
  73. Ma, Yu & Seetharaman, P.B. (Seethu) & Singh, Vishal, 2021. "A multi-category demand model incorporating inter-product proximity," Journal of Business Research, Elsevier, vol. 124(C), pages 152-162.
  74. Anett Weber & Winfried J. Steiner & Stefan Lang, 2017. "A comparison of semiparametric and heterogeneous store sales models for optimal category pricing," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 39(2), pages 403-445, March.
  75. Steve Berry & Ahmed Khwaja & Vineet Kumar & Andres Musalem & Kenneth Wilbur & Greg Allenby & Bharat Anand & Pradeep Chintagunta & W. Hanemann & Przemek Jeziorski & Angelo Mele, 2014. "Structural models of complementary choices," Marketing Letters, Springer, vol. 25(3), pages 245-256, September.
  76. Glady, Nicolas & Lemmens, Aurélie & Croux, Christophe, 2015. "Unveiling the relationship between the transaction timing, spending and dropout behavior of customers," International Journal of Research in Marketing, Elsevier, vol. 32(1), pages 78-93.
  77. Bhat, Chandra R., 2005. "A multiple discrete-continuous extreme value model: formulation and application to discretionary time-use decisions," Transportation Research Part B: Methodological, Elsevier, vol. 39(8), pages 679-707, September.
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  79. Ma, Yu & Seetharaman, P.B. & Narasimhan, Chakravarthi, 2012. "Modeling Dependencies in Brand Choice Outcomes Across Complementary Categories," Journal of Retailing, Elsevier, vol. 88(1), pages 47-62.
  80. Park, Chang Hee & Park, Young-Hoon & Schweidel, David A., 2014. "A multi-category customer base analysis," International Journal of Research in Marketing, Elsevier, vol. 31(3), pages 266-279.
  81. Koo, Yoonmo & Lim, Sesil & Kim, Kayoung & Cho, Youngsang, 2014. "Analysis of user characteristics regarding social network services in South Korea using the multivariate probit model," Technological Forecasting and Social Change, Elsevier, vol. 88(C), pages 232-240.
  82. Guofang Huang & Ahmed Khwaja & K. Sudhir, 2015. "Short-Run Needs and Long-Term Goals: A Dynamic Model of Thirst Management," Marketing Science, INFORMS, vol. 34(5), pages 702-721, September.
  83. Richards, Timothy J. & Hamilton, Stephen F. & Allender, William, 2016. "Search and price dispersion in online grocery markets," International Journal of Industrial Organization, Elsevier, vol. 47(C), pages 255-281.
  84. Shin, Jungwoo & Park, Yuri & Lee, Daeho, 2016. "Strategic management of over-the-top services: Focusing on Korean consumer adoption behavior," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 329-337.
  85. A. Ye(scedilla)im Orhun, 2009. "Optimal Product Line Design When Consumers Exhibit Choice Set-Dependent Preferences," Marketing Science, INFORMS, vol. 28(5), pages 868-886, 09-10.
  86. Eyal Carmi & Gal OEstreicher-Singer & Arun Sundararajan, 2010. "Is Oprah Contagious? Identifying Demand Spillovers in Product Networks," Working Papers 10-18, NET Institute.
  87. Gauri, Dinesh K. & Ratchford, Brian & Pancras, Joseph & Talukdar, Debabrata, 2017. "An Empirical Analysis of the Impact of Promotional Discounts on Store Performance," Journal of Retailing, Elsevier, vol. 93(3), pages 283-303.
  88. Hong, Jihoon & Shin, Jungwoo & Lee, Daeho, 2016. "Strategic management of next-generation connected life: Focusing on smart key and car–home connectivity," Technological Forecasting and Social Change, Elsevier, vol. 103(C), pages 11-20.
  89. Reinartz, Werner & Thomas, Jacquelyn S. & Bascoul, Ganaël, 2008. "Investigating cross-buying and customer loyalty," Journal of Interactive Marketing, Elsevier, vol. 22(1), pages 5-20.
  90. Jaehwan Kim & Greg M. Allenby & Peter E. Rossi, 2002. "Modeling Consumer Demand for Variety," Marketing Science, INFORMS, vol. 21(3), pages 229-250, December.
  91. Minha Hwang & Sungho Park, 2016. "The Impact of Walmart Supercenter Conversion on Consumer Shopping Behavior," Management Science, INFORMS, vol. 62(3), pages 817-828, March.
  92. Kim, Chul & Jun, Duk Bin & Park, Sungho, 2018. "Capturing flexible correlations in multiple-discrete choice outcomes using copulas," International Journal of Research in Marketing, Elsevier, vol. 35(1), pages 34-59.
  93. Castro, Marisol & Bhat, Chandra R. & Pendyala, Ram M. & Jara-Díaz, Sergio R., 2012. "Accommodating multiple constraints in the multiple discrete–continuous extreme value (MDCEV) choice model," Transportation Research Part B: Methodological, Elsevier, vol. 46(6), pages 729-743.
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