I'm looking for an as complete as possible statistics book with exercises, including the following topics:
Probability Review
Random Variables and Samples
Descriptive Statistics
Estimation (confidence intervals for mean of population, probability, difference of means of population etc)
Hypothesis Tests
Chi Square Test
Linear Regression
Analysis of Variance
Non parametric tests (Kolmogorov-Smirnov, Friedman, Kruskal-Wallis, Sign test etc)
Best Answer
Here are three rather complementary recommendations:
Note: Years ago I became acquainted with one of his books when I was reading Introductory Functional Analysis. This is a great, very simple introduction into the subject without requiring measure theory. Since that time I am a fan of him.
The next two recommendations are example centered.
and the third one: