SAS Tutorial | What is Bayesian Analysis?
A good way to define Bayesian analysis is to compare it to a “classical” statistician’s approach. In this SAS How To Tutorial, SAS’ Danny Modlin tells you the difference between the two. For example, a Bayesian statistician considers posterior distribution for parameters. The classical statistician refers to confidence intervals and the Bayesian statistician refers to credible intervals. These subtle differences are important, Danny explains, and in fact, “Your brain already works from a Bayesian viewpoint.” Find out what he means in this 10-minute video. Content Outline 0:00 – Overview of Classical and Bayesian statistics 5:10 – Code to show you how Bayesian analysis works in SAS 5:45 – Logistic regression example in PROC GENMOD 6:45 – Simple linear regression example in PROC MCMC 7:37 – Logistic regression example in PROC MCMC 8:24 – Example of PROC BGLIMM Learn more about SAS Software ◉ Learn about SAS Studio – https://support.sas.com/en/software/s... ◉ What is logistic regression with Christa – • SAS Tutorial | What is logistic regression? ◉ Simple linear regression in SAS with Andy – • SAS Tutorial | Simple Linear Regression in... ◉ What’s New in SAS – https://support.sas.com/en/documentat... ◉ Training: Bayesian Analyses Using SAS – https://learn.sas.com/course/view.php... ◉ SAS Solutions for Data Scientists – https://www.sas.com/sas/offers/data-s... ◉ Bayesian Analysis of GLMMs Using PROC BGLIMM – • Bayesian Analysis of GLMMs Using PROC BGLIMM SUBSCRIBE TO THE SAS USERS YOUTUBE CHANNEL #SASUsers #LearnSAS https://www.youtube.com/SASUsers?sub_... ABOUT SAS SAS is a trusted analytics powerhouse for organizations seeking immediate value from their data. A deep bench of analytics solutions and broad industry knowledge keep our customers coming back and feeling confident. With SAS®, you can discover insights from your data and make sense of it all. Identify what’s working and fix what isn’t. Make more intelligent decisions. And drive relevant change. CONNECT WITH SAS SAS ► https://www.sas.com SAS Customer Support ► https://support.sas.com SAS Communities ► https://communities.sas.com SAS Analytics Explorers ► https://explorers.sas.com Facebook ► / sassoftware Twitter ► / sassoftware LinkedIn ► / sas Blogs ► https://blogs.sas.com RSS ► https://www.sas.com/rss
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