bayesian-global-warming
This project is a Bayesian analysis of the rate of global warming in regions around the world, and was completed for a class on Bayesian Statistics. It contains 1) three JAGS linear regression models, 2) an R script that reads GISTEMP data, runs MCMC on the models, and plots graphs, and 3) a paper describing the results.
Install
Install R, JAGS, and Latex.
At the R prompt invoke
install.packages("ncdf", "R2jags", "ggplot2", "ggmap")
Download GISTEMP data and put it in data/ subdirectory (which you need to create).
Run
In code/, run the R script by invoking
Rscript climate.R
which will print the output of different models, and save figures to <project_root>/paper/figs/
To make the paper, go to paper/ and invoke
pdflatex document.tex
bibtex document
pdflatex document.tex
pdflatex document.tex