Statistics Books, Documents, and Lectures

Title	Year	Description
An Introduction To Probability And Random Processes	1979	The purpose of this course is to learn to think probabilistically. The authors start off with a bird's-eye view of probability, then they introduce the theorems, and by the end of the course the student should be able to think probabilistically.
Concepts and Applications of Inferential Statistics		These pages form a free, full-length, and occasionally interactive statistics textbook.
Introduction to Probability	2006	This text is designed for an introductory probability course taken by sophomores, juniors, and seniors in mathematics, the physical and social sciences, engineering, and computer science.
Lectures on Statistics (Robert Ash, University of Illinois at Urbana)	2007	These lectures cover a first course in mathematical statistics. Basic probability is a prerequisite, but no prior knowledge of statistics is assumed.
Using R for Data Analysis and Graphics	2008	Notes designed to allow individuals who have a basic grounding in statistical methodology to work through examples that demonstrate the use of R.