SAS for Mixed Models, Second Edition, 2nd Edition

Contents

Preface

Chapter 1 Introduction

1.1 Types of Models That Produce Data

1.2 Statistical Models

1.3 Fixed and Random Effects

1.4 Mixed Models

1.5 Typical Studies and the Modeling Issues They Raise

1.6 A Typology for Mixed Models

1.7 Flowcharts to Select SAS Software to Run Various Mixed Models

Chapter 2 Randomized Block Designs

2.1 Introduction

2.2 Mixed Model for a Randomized Complete Blocks Design

2.3 Using PROC MIXED to Analyze RCBD Data

2.4 Introduction to Theory of Mixed Models

2.5 Example of an Unbalanced Two-Way Mixed Model: Incomplete Block Design

2.6 Summary

Chapter 3 Random Effects Models

3.1 Introduction: Descriptions of Random Effects Models

3.2 Example: One-Way Random Effects Treatment Structure

3.3 Example: A Simple Conditional ...