Marketing models of consumer heterogeneity

DOI10.1016/S0304-4076(98)00055-4zbMath0959.62116OpenAlexW2047375989MaRDI QIDQ1305774

Peter E. Rossi, Greg M. Allenby

Publication date: 2 May 2001

Published in: Journal of Econometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0304-4076(98)00055-4

zbMATH Keywords

heterogeneityrandom effectsprobit modelschoice modelsrandom coefficients models

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Marketing, advertising (90B60)

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Uses Software

• bayesm

Cites Work

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• Specifying and testing econometric models for rank-ordered data
• Estimating the dimension of a model
• Statistical inference in the multinomial multiperiod probit model
• Markov chains for exploring posterior distributions. (With discussion)
• A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data
• Sampling-Based Approaches to Calculating Marginal Densities
• A Conditional Probit Model for Qualitative Choice: Discrete Decisions Recognizing Interdependence and Heterogeneous Preferences
• Simulation-based Inference in Econometrics

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