Comment by eas

Here is another free book, which teaches statistics through R:

Introduction to Statistical Thought http://www.math.umass.edu/~lavine/Book/book.html

I can also recommend the Statistical Aspects of Data Mining lectures by David Mease (on Google Video & stats202.com).