includes index

1. Introduction to statistics and data analysis ;
2. Probability ;
3. Random variables and probability distributions ;
4. Mathematical expectation ;
5. Some discrete probability distributions ;
6. Some continuous probability distributions ;
7. Functions of random variables (optional) ;
8. Fundamental sampling distributions and data descriptions ;
9. One- and two-sample estimation problems ;
10. One- and two-sample tests of hypotheses ;
11. Simple linear regression and correlation ;
12. Multiple linear regression and certain nonlinear regression models ;
13. One-factor experiments : general ;
14. Factorial experiments (two or more factors) ;
15. 2k factorial experiments and fractions
16. Nonparametric statistics
17. Statistical quality control
18. Bayesian statistics (optional)