Hierarchical overdispersed Poisson model with macrolevel autocorrelation

DOI10.1016/j.stamet.2006.11.006zbMath1248.62152OpenAlexW2087848321MaRDI QIDQ713781

Dey, Dipak K., Jun-Feng Liu

Publication date: 19 October 2012

Published in: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.stamet.2006.11.006

zbMATH Keywords

heterogeneityoverdispersionposterior proprietynegative binomialgamma-PoissonMarkov transitions

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to environmental and related topics (62P12) Bayesian inference (62F15)

Uses Software

• BayesDA

Cites Work

• Overdispersed generalized linear models
• A note on overdispersed exponential families
• Sampling-Based Approaches to Calculating Marginal Densities
• Hierarchical Poisson Regression Modeling
• Bayesian Measures of Model Complexity and Fit
• Approximate Inference in Generalized Linear Mixed Models
• Bayes Factors
• How Many People Do You Know in Prison?
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