A multi-category inter-purchase time model based on hierarchical Bayesian theory

Expert Systems with Applications

Volumn 36, Issue 3 PART 2, 2009, Pages 6301-6308

  Guo, Ruey Shan ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

Catalog shopping; Hierarchical Bayesian model; Inter purchase time

Indexed keywords

BAYESIAN NETWORKS;

CATALOG SHOPPING; GENERALIZED GAMMA DISTRIBUTION; HAZARD RATE FUNCTIONS; HIERARCHICAL BAYESIAN; HIERARCHICAL BAYESIAN MODELING; INDIVIDUAL CUSTOMERS; INTER-PURCHASE TIME; MULTIPLICATIVE MODEL;

SALES;

EID: 58749089288     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2008.08.059     Document Type: Article

References (7)

1. Ainslie A., and Rossi P.E. Similarities in choice behavior across product categories. Marketing Science 17 2 (1998) 91-106
2. Allenby G.M., Leone R.P., and Jen L. A hierarchical model of purchase timing with application to direct marketing. Journal of American Statistics Association 94 446 (1999) 365-374
3. Jen L., Chou C.H., and Allenby G.M. A bayesian approach to modeling purchase frequency. Marketing Letters 14 1 (2003) 5-20
4. Ma, Y., & Seetharaman, P. B. (2005). Multivariate hazard models for multicategory purchase timing behavior. Unpublished manuscript, Rice University.
5. Manchanda P., Ansari A., and Gupta S. The "Shopping Basket": A model for multicategory purchase incidence decisions. Marketing Science 18 (1999) 95-114
6. Rossi P.E., McCulloch R.E., and Allenby G.M. The value of purchase history data in target marketing. Marketing Research 31 (1996) 289-303
7. Wu C.C., and Chen H.L. Counting your customers: Compounding customer's in-store decisions, interpurchase time and repurchasing behavior. European Journal of Operational Research 127 (2000) 109-119