Topics Covered:

Chapter 1: Using the webinar Installing R, R Commander, and packages 
Chapter 2: Analysis using graphical displays
Chapter 3: Simple inference 
Chapter 5: Analysis of Variance 
Chapter 6: Simple and Multiple Linear Regression 
Chapter 7: Logistic Regression and Generalized Linear Models
Chapter 9: Recursive Partitioning 
Chapter 10: Scatterplot Smoothers and Generalized Additive Models 
Chapter 11: Survival Analysis
Chapter 12 Analyzing Longitudinal Data I 
Chapter 13 Analyzing Longitudinal Data II 
Chapter 14 Simultaneous Inference and Multiple Comparisons 
Chapter 15 Meta-Analysis 
Chapter 16 Principal Component Analysis
Chapter 17 Multidimensional Scaling
Chapter 18 Cluster Analysis
 
http://www.fort.usgs.gov/brdscience/LearnRE.htm