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Statistical Modeling and Computation

Kroese, Dirk P.

Statistical Modeling and Computation - New York Springer 2014 - 400p

1. Probability models
2. Random variables and probability distributions
3. Joint distributions
4. Common statistical models
5. Statistical inference
6. Likelihood
7. Monte Carlo sampling
8. Bayesian inferences
9. Generalized linear models
10. Dependent data models
11. State space models
A. MATLAB primer
B. Mathematical supplement

ISBN: 9781461487746

Subjects--Personal Names:
Mathematical Statistics

Dewey Class. No.: 519.5 / KRO

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