All of Statistics: A Concise Course in Statistical Inference (Corrected 2004. Corr. 2nd Printing 2004)Hardcover - Corrected 2004. Corr. 2nd Printing 2004, 4 December 2003

This book surveys a broad range of topics in probability and mathematical statistics. It provides the statistical background that a computer scientist needs to work in the area of machine learning.