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Chapter 1. Introduction
1. Introduction
| 1.1 | Types of Models That Produce Data | 1 | |
| 1.2 | Statistical Models | 2 | |
| 1.3 | Fixed and Random Effects | 4 | |
| 1.4 | Mixed Models | 6 | |
| 1.5 | Typical Studies and the Modeling Issues They Raise | 7 | |
| 1.5.1 | Random Effects Model | 7 | |
| 1.5.2 | Multi-location Example | 8 | |
| 1.5.3 | Repeated Measures and Split-Plot Experiments | 9 | |
| 1.5.4 | Fixed Treatment, Random Block, Non-normal (Binomial) Data Example | 9 | |
| 1.5.5 | Repeated Measures with Non-normal (Count) Data | 10 | |
| 1.5.6 | Repeated Measures and Split Plots with Effects Modeled by Nonlinear Regression Model | 10 | |
| 1.6 | A Typology for Mixed Models | 11 | |
| 1.7 | Flowcharts to Select SAS Software to Run Various Mixed Models | 13 | |
