The course focuses on Bayesian analyses using the PHREG, GENMOD, and MCMC procedures. The examples include logistic regression, Cox proportional hazards model, general linear mixed model, zero-inflated Poisson model, and data containing missing values. A Bayesian analysis of a crossover design and a meta-analysis are also shown.
Ismerje meg hogyan...
- explain the concepts of Bayesian analysis
- illustrate Bayesian analyses in PROC GENMOD, PROC PHREG and PROC MCMC
- incorporate prior distributions in a Bayesian analysis
- illustrate a Bayesian analysis approach to a meta-analysis.
Kinek ajánljuk
Biostatisticians, epidemiologists, and social scientists who are interested in the Bayesian analysis approach
Before attending this course, you should
A tanfolyam SAS/STAT szoftver használatára épül.
This course is offered on the Windows platform only using SAS/STAT 14.2.