====== Applied Bayesian Analysis Using SAS ======
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.


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