November 2010
Beginner to intermediate
672 pages
19h 28m
English
Content preview from Doing Bayesian Data Analysis
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Chapter 10
Hierarchical Modeling and Model Comparison
Contents
10.1 Model Comparison as Hierarchical Modeling
10.2 Model Comparison in BUGS
10.2.1 A Simple Example
10.2.2 A Realistic Example with “Pseudopriors”
10.2.3 Some Practical Advice When Using Transdimensional MCMC with Pseudopriors
10.3 Model Comparison and Nested Models
10.4 Review of Hierarchical Framework for Model Comparison
10.4.1 Comparing Methods for MCMC Model Comparison
10.4.2 Summary and Caveats
10.5 Exercises
The magazine model comparison game
Leaves all of us wishing that we looked like them.
But they have mere fantasy’s bogus appeal,
’Cause none obeys fact or respects what is real.1
10.1 Model Comparison as Hierarchical Modeling
Consider again the simple hierarchical dependency ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.