Biostatistics with R: An Introduction to Statistics Through Biological Data (Use R!) (Repost)

Biostatistics with R is designed around the dynamic interplay among statistical methods, their applications in biology, and their implementation.  The book explains basic statistical concepts with a simple yet rigorous language.