Ebook: Think Stats. Probability and statistics for programmers

"Think Stats: Probability and Statistics for Programmers is a textbook for a new kind of introductory prob-stat class. It emphasizes the use of statistics to explore large datasets. It takes a computation approach: students write programs in Python as a way of developing and testing their understanding."--Home page, overview. 1. Statistical thinking for programmers -- 2. Descriptive statistics -- 3. Cumulative distribution functions -- 4. Continuous distributions -- 5. Probability -- 6. Operations on distributions -- 7. Hypothesis testing -- 8. Estimation -- 9. Correlation