November 2010
Beginner to intermediate
672 pages
19h 28m
English
Content preview from Doing Bayesian Data Analysis
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Chapter 15
Metric Predicted Variable on a Single Group
Contents
15.1 Estimating the Mean and Precision of a Normal Likelihood
15.1.1 Solution by Mathematical Analysis
15.1.2 Approximation by MCMC in BUGS
15.1.3 Outliers and Robust Estimation: The t Distribution
15.1.4 When the Data Are Non-normal: Transformations
15.2 Repeated Measures and Individual Differences
15.2.1 Hierarchical Model
15.2.2 Implementation in BUGS
15.3 Summary
15.4 R Code
15.4.1 Estimating the Mean and Precision of a Normal Likelihood
15.4.2 Repeated Measures: Normal Across and Normal Within
15.5 Exercises
It’s normal to want to fit in with your friends,
Behave by their means and believe all their ends.
But I’ll be high tailing it, fast and askew,
Precisely ’cause I can’t abide ...
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