Longitudinal Data Analysis for the Behavioral Sciences Using R
Jeffrey Long
The Market Research Toolbox

Chapter Resources

Chapter 1: Introduction

Chapter 2. Brief Introduction to R

Chapter 3. Data Structures and Longitudinal Analysis

Chapter 4. Graphing Longitudinal Data

Chapter 5. Introduction to Linear Mixed Effects Regression

Chapter 6. Overview of Maximum Likelihood Estimation

Chapter 7. Multimodel Inference and Akaike's Information Criterion

Chapter 8. Likelihood Ratio Test

Chapter 9. Selecting Time Predictors

Chapter 10. Selecting Random Effects

Chapter 11. Extending Linear Mixed Effects Regression

Chapter 12. Modeling Nonlinear Change

Chapter 13. Advanced Topics