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Chapter 1. Introduction

1. Introduction

1.1Types of Models That Produce Data1
1.2Statistical Models2
1.3Fixed and Random Effects4
1.4Mixed Models6
1.5Typical Studies and the Modeling Issues They Raise7
 1.5.1Random Effects Model7
 1.5.2Multi-location Example8
 1.5.3Repeated Measures and Split-Plot Experiments9
 1.5.4Fixed Treatment, Random Block, Non-normal (Binomial) Data Example9
 1.5.5Repeated Measures with Non-normal (Count) Data10
 1.5.6Repeated Measures and Split Plots with Effects Modeled by Nonlinear Regression Model10
1.6A Typology for Mixed Models11
1.7Flowcharts to Select SAS Software to Run Various Mixed Models13



  

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