Applied Bayesian Data Analysis

Semester: 

N/A

Statistical Horizons Workshop, Instructor Profile.

SLIDES FROM THE WORKSHOP:

Introduction: sh_intro_short.pdf (shortened from the handout)
Normal Model Specifications: sh_normal.pdf
Models, Part 1: sh_models1.pdf
Multilevel Specifications: sh_multilevel.pdf
Markov Chain Monte Carlo: sh_mcmc.pdf
Using JAGS: sh_bugs.pdf (slightly updated from the handout)
Models, Part 2: sh_models2.pdf (slightly updated from the handout)

DATASETS FROM THE WORKSHOP:

hpd.gamma function in R

state.short.dat dataset

pbm.pim2.dat dataset

Multivariate normal code

North Carolina dataset

Trauma dataset

Indomethacin dataset

Dogs dataset

Poverty in Europe dataset

Africa dataset

ANES 2012 face-to-face dataset, ANES 2012 internet dataset

Scotland dataset

Tobit Gibbs sampler code

OECD data, OECD code

Attitudes dataset, Attitudes code, abortion_cluster.sav.txt

BAAD data

Thermonuclear Testing data

ANES 1960 data, ANES 1960 model

Pixels.zip