Probability & statistics for engineers & scientists

Abstract

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 problem -- 10. One-and two- sample test 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 of more factors) -- 15. 2k factorial experiments and fractions -- 16. Nonparametric statistics -- 17. Statistical quality control -- 18. Bayesian statistics.