Preface; 1. Introductory probability concepts; 2. Discrete probability distributions; 3. Continuous probability distributions; 4. Mathematical expectation; 5. Limit theorems; 6. Transition to statistics; 7. Estimation theory; 8. Hypothesis testing theory; 9. Order statistics and quantiles; 10. Two sample analysis; 11. Permutation analysis; 12. Bootstrap analysis; 13. Multiple sample analysis; 14. Linear least squares analysis; 15. Contingency table analysis; Bibliography; Index.