Data mining of association structures to model consumer behaviour.

DOI10.1016/S0167-9473(01)00077-9zbMath1072.62679MaRDI QIDQ5958482

Gianluca Passerone, Paolo Giudici

Publication date: 3 March 2002

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

zbMATH Keywords

Bayesian model selectionMarkov chain Monte Carlo methodsGraphical log linear modelsMarket basket analysisOdds ratios

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Consumer behavior, demand theory (91B42)

Related Items (3)

Technology-mining model concerning operation characteristics of technology and service providers ⋮ BUILDING CUSTOMER MODELS FROM BUSINESS DATA: AN AUTOMATIC APPROACH BASED ON FUZZY CLUSTERING AND MACHINE LEARNING ⋮ Estimation and testing of multiplicative models for frequency data

Cites Work

• Improving Markov chain Monte Carlo model search for data mining
• Learning Bayesian networks: The combination of knowledge and statistical data
• Bayesian Graphical Models for Discrete Data
• Decomposable graphical Gaussian model determination
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