TY - BOOK AU - Abadir, Karim M. TI - Statistics SN - 9780521537452 U1 - 519.5 PY - 2019/// CY - New York PB - Cambridge University Press N1 - Part I. Probability and Distribution Theory 1. Probability 2. Random variables, probability distributions and densities 3. Expectations and their generating functions 4. Special univariate distributions 5. Joint distributions and densities 6. Conditioning, dependence, and joint moments 7. Functions of random variables 8. The multivariate normal and functions thereof Part II. Estimation and Inference 9. Sample statistics and their distributions 10. Asymptotic theory 11. Principles of point estimation 12. Likelihood information and maximum likelihood estimation 13. Other methods of estimation 14. Tests of hypotheses ER -