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Count Models Using JAGS Guide by 18rosa18 is a document available to read on EtoBox.

This document discusses count models in JAGS, beginning with Poisson regression. It presents the Poisson regression model and uses simulated data to test it in JAGS. While the MCMC and MLE estimates are close, convergence is imperfect. The document then discusses negative binomial regression, presenting the model and again using simulated data to test it in JAGS. It finds that various changes could improve the MCMC properties, such as using a longer burn-in or chain. Overall, the document introduces Poisson

Author

18rosa18

Language

EN