Data and SAS codes for the book Applied Bayesian Analysis Using SAS

Copyrighted by Zhiyong Johnny Zhang

Please contact me if you want to use the data and codes.

1. Bayesian data analysis through a simple regression model
   1. Modeling building
   2. Parameter estimates
   3. Confidence intervals
   4. MCMC methods
   5. Hypothesis testing
   6. Model fit
   7. Model comparison
2. Generalized regression
   1. Multiple regression
   2. Logistic regression
   3. Poisson regression
   4. Tobit regression
   5. Lasso regression
3. Mixed regression and growth curve models
   1. Linear mixed-effects models
   2. Liner growth curve models
   3. Tobit growth curve models
   4. Robust growth curve models
4. Item response theory models
   1. 1 PL model
   2. 2 PL model
   3. 3 PL model
5. Structural equation modeling
   1. Mediation analysis
   2. Factor analysis
   3. SEM
6. Advanced topics
   1. Missing data problem
   2. Power priors