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In All Likelihood Statistical Modelling and Inference Using Likelihood

by Yudi Pawitan

  • ISBN: 9780198507659
  • ISBN10: 0198507658

In All Likelihood Statistical Modelling and Inference Using Likelihood

by Yudi Pawitan

  • List Price: $115.00
  • Binding: Hardcover
  • Publisher: Oxford Univ Pr
  • Publish date: 07/01/2001
  • ISBN: 9780198507659
  • ISBN10: 0198507658
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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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