In All Likelihood Statistical Modelling and Inference Using Likelihood
- List Price: $115.00
- Binding: Hardcover
- Publisher: Oxford Univ Pr
- Publish date: 07/01/2001
Description:
1. Introduction 2. Elements of likelihood inference 3. More properites of the likelihood 4. Basic models and simple applications 5. Frequentist properties 6. Modelling relationship: regression models 7. Evidence and likelihood principles 8. Score function and Fisher information 9. Large-sample results 10. Dealing with nuisance parameters 11. Complex data structure 12. EM Algorithm 13. Robustness of likelihood specification 14. Estimating equation and quasi-likelihood 15. Empirical likelihood 16. Likelihood of random parameters 17. Random and mixed effects models 18. Nonparametric smoothing Bibliography Index
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