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Viser: In All Likelihood - Statistical Modelling and Inference Using Likelihood
In All Likelihood
Statistical Modelling and Inference Using Likelihood
Yudi Pawitan
(2013)
Sprog: Engelsk
om ca. 2 hverdage
Detaljer om varen
- Undefined: 544 sider
- Udgiver: Oxford University Press, Incorporated (Marts 2013)
- ISBN: 9780199671229
1. Introduction2. Elements of likelihood inference3. More properties of the likelihood4. Basic models and simple applications5. Frequentist properties6. Modelling relationships: regression models7. Evidence and the likelihood principle8. Score function and Fisher information9. Large Sample Results10. Dealing with nuisance parameters11. Complex data structure12. EM Algorithm13. Robustness of likelihood specification14. Estimating equation and quasi-likelihood15. Empirical likelihood16. Likelihood of random parameters17. Random and mixed effects models18. Nonparametric smoothing
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