A multivariate Poisson mixture model for marketing applications

DOI10.1111/j.1467-9574.2004.00125.xzbMath1059.62121OpenAlexW1989824796MaRDI QIDQ4671015

Puneet Manchanda, Koen Vanhoof, Dimitris Karlis, Gilbert Swinnen, Tom Brijs, Geert Wets

Publication date: 23 April 2005

Published in: Statistica Neerlandica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1467-9574.2004.00125.x

zbMATH Keywords

EM algorithmclusteringmixture modelsmultivariate Poissonproduct purchasing

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Estimation in multivariate analysis (62H12) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Characterization and structure theory for multivariate probability distributions; copulas (62H05) Marketing, advertising (90B60)

Related Items (10)

Modeling Multivariate Count Data Using Copulas ⋮ A finite mixture of bivariate Poisson regression models with an application to insurance ratemaking ⋮ Interpoint Distance Test of Homogeneity for Multivariate Mixture Models ⋮ On computing the multivariate Poisson probability distribution ⋮ Joint modelling of two count variables when one of them can be degenerate ⋮ Analyzing market baskets by restricted Boltzmann machines ⋮ Modeling discrete stock price changes using a mixture of Poisson distributions ⋮ CUSUM Control Charts for Multivariate Poisson Distribution ⋮ Parameter estimation of Poisson mixture with automated model selection through BYY harmony learning ⋮ A Thresholding Algorithm for Order Selection in Finite Mixture Models

Cites Work

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• An EM algorithm for multivariate Poisson distribution and related models
• On the identifiability of finite mixtures of distributions (Corresp.)
• Description of purchase incidence by multivariate heterogeneous Poisson processes
• Finite mixture models
• BAYESIAN MULTIVARIATE POISSON REGRESSION
• A new look at the statistical model identification

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