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Analyzing market baskets by restricted Boltzmann machines
16 references·2 citing·48 second hop
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References

  • 1974Spatial Interaction and the Statistical Analysis of Lattice Systems6,140 cited
  • 1999The “Shopping Basket”: A Model for Multicategory Purchase Incidence Decisions478 cited
  • 2000Analysis of cross category dependence in market basket selection324 cited
  • 1990Demand Complementarities, Household Production, and Retail Assortments152 cited
  • 2007A Discrete–Continuous Model for Multicategory Purchase Behavior of Households129 cited
  • 1999Multiple-Category Decision-Making: Review and Synthesis110 cited
  • 2008Research Note—A Cross-Category Model of Households' Incidence and Quantity Decisions93 cited
  • 2004Analysis of multi-category purchase incidence decisions using IRI market basket data93 cited
  • 1997Modeling multiple category brand preference with household basket data84 cited
  • 2007Consumers' Price Sensitivities Across Complementary Categories81 cited
  • 1999Cross-category sales promotion effects71 cited
  • 2002Econometric Models in Marketing68 cited
  • 2007A combined approach for segment-specific market basket analysis65 cited
  • 2008["A Cross-Category Model of Households'; Incidence and Quantity Decisions"]59 cited
  • 1997Perspectives on Multiple Category Choice

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40 cited
  • 2008Modeling Joint Purchases with a Multivariate MNL Approach32 cited
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    • 2016Drivers of private-label purchase behavior across quality tiers and product categories11 cited
    • 2024Predicting and optimizing marketing performance in dynamic markets9 cited