In all likelihood : statistical modelling and inference using likelihood, Yudi Pawitan

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The instance In all likelihood : statistical modelling and inference using likelihood, Yudi Pawitan represents a material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.

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Label

In all likelihood : statistical modelling and inference using likelihood, Yudi Pawitan

Title remainder

statistical modelling and inference using likelihood

Statement of responsibility

Yudi Pawitan

Instantiates

• In all likelihood : statistical modelling and inference using likelihood

Publication

• Oxford, Clarendon Press, New York, Oxford University Press, 2001

Bibliography note

Includes bibliographical references (p. [503]-514) and index

Contents

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

Control code

47101087

Dimensions

24 cm.

Extent

xiii, 528 p.

Isbn

9780198507659

Isbn Type

(acid-free paper)

Lccn

2001036246

Other physical details

ill.

Record ID

.b47710779