From finite sample to asymptotic methods in statistics /
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| Other Authors: | , |
| Format: | Book |
| Language: | English |
| Published: |
New York, NY :
Cambridge University Press,
2010.
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| Series: | Cambridge series in statistical and probabilistic mathematics
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| Subjects: |
Table of Contents:
- 1. Motivation and basic tools
- 2. Estimation theory
- 3. Hypothesis testing
- 4. Elements of statistical decision theory
- 5. Stochastic processes : an overview
- 6. Stochastic convergence and probability inequalities
- 7. Asymptotic distributions
- 8. Asymptotic behavior of estimators and tests
- 9. Categorical data models
- 10. Regression models
- 11. Weak convergence and Gaussian processes.