Main Title |
In all likelihood : statistical modelling and inference using likelihood / |
Author |
Pawitan, Yudi.
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Publisher |
Clarendon Press ; Oxford University Press, |
Year Published |
2001 |
OCLC Number |
47101087 |
ISBN |
0198507658; 9780198507659; 9780199671229; 0199671222 |
Subjects |
Mathematical statistics ;
Schattingstheorie ;
Waarschijnlijkheid (statistiek) ;
Likelihood-Funktion ;
Verossimilhanðca ;
Inferãencia estatística ;
Statistik ;
Likelihood-Funktion--(DE-588)4657256-9 ;
Schattingstheorie--gtt ;
Waarschijnlijkheid (statistiek)--gtt ;
Verossimilhan ca--larpcal ;
Infer encia estatistica--larpcal
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Internet Access |
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Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
EHBM |
QA276.P286 2001 |
|
CEMM/ACESD Library/Narragansett,RI |
04/27/2007 |
STATUS |
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Collation |
xiii, 528 pages : illustrations ; 24 cm |
Notes |
Includes bibliographical references (pages 503-514) and index. |
Contents Notes |
1. Introduction -- 2. Elements of likelihood inference -- 3. More properties of the likelihood -- 4. Basic models and simple applications -- 5. Frequentist properties -- 6. Modelling relationships: regression models -- 7. Evidence and the likelihood principle -- 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. |