Shrinkage Priors and Selection

Abstract

In this lecture we look at model comparison using ANOVA and sequential F tests.

Readings: Christensen Chapter 15 and Hoff Chapter 9

In this lecture we look at model comparison using ANOVA and sequential F tests. We use added variable plots to illustrate the importance of variables after adjusting for other terms, providing a visual version of t and F tests. The methods are illustrated using data on climate change.

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Linear Models
Professor Merlise Clyde