Bayesian Analysis of Poisson Regression with Lognormal Unobserved Heterogeneity: With an Application to the Patent-R&D Relationship

DOI10.1080/03610920802491774zbMath1204.62006OpenAlexW2101705894MaRDI QIDQ3585269

Efthymios G. Tsionas

Publication date: 19 August 2010

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610920802491774

zbMATH Keywords

Bayesian analysiscount dataheterogeneityPoisson distributionGibbs samplinglognormal distribution

Mathematics Subject Classification ID

Production theory, theory of the firm (91B38) Numerical analysis or methods applied to Markov chains (65C40) Empirical decision procedures; empirical Bayes procedures (62C12)

Cites Work

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• Count data models. Econometric theory and an application to labor mobility
• Ordering claim size distributions and mixed Poisson probabilities
• Pseudo Maximum Likelihood Methods: Theory
• Analysis of Overdispersed Count Data by Mixtures of Poisson Variables and Poisson Processes
• A mixed poisson–inverse‐gaussian regression model

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