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Very short shortcourse offered through MSU's Center for Statistical Training and Consulting entitled "Applied Bayesian regression analysis using R"

Course Materials

All course material can be downloaded here.

Lecture slides

Bayesian basics

Illustration of random effects with structured covariance

JAGS user manual

Computing

1: Exploring the influence of priors norm-priors.R

2: MCMC chains and convergence binorm-nh.R

3: Using JAGS in R with the rjags package annotated, R code, and session data as tar.gz archive.

4: Analysis of forest biomass data using JAGS and R annotated, R code, and session data as tar.gz archive.

5: Generalized linear models using JAGS and R annotated, R code, and session data as tar.gz archive.

Course instructor

Dr. Andrew Finley, Departments of Forestry and Geography, Michigan State University.

  Andrew O Finley