Behavioral Research Data Analysis with R

1. Introduction
Yuelin Li, Jonathan Baron

2. Reading and Transforming Data Format
Yuelin Li, Jonathan Baron

3. Statistics for Comparing Means and Proportions
Yuelin Li, Jonathan Baron

4. R Graphics and Trellis Plots
Yuelin Li, Jonathan Baron

5. Analysis of Variance: Repeated-Measures
Yuelin Li, Jonathan Baron

6. Linear and Logistic Regression
Yuelin Li, Jonathan Baron

7. Statistical Power and Sample Size Considerations
Yuelin Li, Jonathan Baron

8. Item Response Theory
Yuelin Li, Jonathan Baron

9. Imputation of Missing Data
Yuelin Li, Jonathan Baron

10. Linear Mixed-Effects Models in Analyzing Repeated-Measures Data
Yuelin Li, Jonathan Baron

11. Linear Mixed-Effects Models in Cluster-Randomized Studies
Yuelin Li, Jonathan Baron

Keywords: Statistics, Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law