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Bayesian Analyses Using SAS®

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.

The self-study e-learning includes:

  • Annotatable course notes in PDF format.
  • Virtual lab time to practice.
Tags: Course, Advanced, Advanced Analytics, SAS/STAT, SAS/GRAPH, Statistics Foundations
STBAY
* 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. Introduction to Bayesian Analysis * Introduce the basic concepts of Bayesian analysis. * Compute the diagnostic plots and diagnostic statistics for model assessment. * Discuss the advantages and disadvantages of Bayesian analysis. * Illustrate a Bayesian an...
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SAS Statistics Foundations​ Learning Subscription

distributions. * Interpret statistical results based on sample size, confidence intervals and significance. * Apply Bayesian analysis using the PHREG, GENMOD and MCMC procedures. * More fully understand fundamental principles and best practices of statistics.
Tags: Learning Path, Clinical Trials, Advanced Analytics, Advanced Predictive Modeling, Statistical Business Analyst, Statistics Foundations, Visual Statistics Modeling Associate, Statistics for Machine Learning Specialist
SBSTF


When you complete the courses in this subscription, you will have the demonstrated skills necessary to prepare you to earn the following credentials. SAS Certified Statistical Business Analyst Using SAS 9: Regression and Modeling. After earning SAS Certified Associate: Applied Statistics for Machine Learning and SAS Certified Associate: Modeling Using SAS Visual Statistics, you will be awarded the SAS Certified Specialist: Statistics for Machine Learning credential.
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