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Statistics

Abadir, Karim M.

Statistics - New York Cambridge University Press 2019 - 762p

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

ISBN: 9780521537452

Dewey Class. No.: 519.5 / ABA

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