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Doing Bayesian Data Analysis by John Kruschke

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Chapter 16

Metric Predicted Variable with One Metric Predictor

Contents

16.1 Simple Linear Regression

16.1.1 The Hierarchical Model and BUGS Code

16.1.2 The Posterior: How Big Is the Slope?

16.1.3 Posterior Prediction

16.2 Outliers and Robust Regression

16.3 Simple Linear Regression with Repeated Measures

16.4 Summary

16.5 R Code

16.5.1 Data Generator for Height and Weight

16.5.2 BRugs: Robust Linear Regression

16.5.3 BRugs: Simple Linear Regression with Repeated Measures

16.6 Exercises

The agri-bank’s threatnin’ to revoke my lease

If my field’s production don’t rapid increase.

Oh Lord how I wish I could divine the trend,

Will my furrows deepen, and will my line end?

In this chapter we consider situations such as predicting a person’s weight from ...

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