The Resource In all likelihood : statistical modelling and inference using likelihood, Yudi Pawitan
In all likelihood : statistical modelling and inference using likelihood, Yudi Pawitan
Resource Information
The item In all likelihood : statistical modelling and inference using likelihood, Yudi Pawitan represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.This item is available to borrow from 1 library branch.
Resource Information
The item In all likelihood : statistical modelling and inference using likelihood, Yudi Pawitan represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.
This item is available to borrow from 1 library branch.
- Language
- eng
- Extent
- xiii, 528 p.
- 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
- Isbn
- 9780198507659
- Label
- In all likelihood : statistical modelling and inference using likelihood
- Title
- In all likelihood
- Title remainder
- statistical modelling and inference using likelihood
- Statement of responsibility
- Yudi Pawitan
- Language
- eng
- Cataloging source
- DLC
- http://library.link/vocab/creatorName
- Pawitan, Yudi
- Dewey number
- 519.5
- Illustrations
- illustrations
- Index
- index present
- LC call number
- QA276
- LC item number
- .P286 2001
- Literary form
- non fiction
- Nature of contents
- bibliography
- http://library.link/vocab/subjectName
- Mathematical statistics
- Label
- In all likelihood : statistical modelling and inference using likelihood, Yudi Pawitan
- 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.
- Label
- In all likelihood : statistical modelling and inference using likelihood, Yudi Pawitan
- 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.
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.missouri.edu/portal/In-all-likelihood--statistical-modelling-and/cCqCVEII4Dc/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.missouri.edu/portal/In-all-likelihood--statistical-modelling-and/cCqCVEII4Dc/">In all likelihood : statistical modelling and inference using likelihood, Yudi Pawitan</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.missouri.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.missouri.edu/">University of Missouri Libraries</a></span></span></span></span></div>
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.missouri.edu/portal/In-all-likelihood--statistical-modelling-and/cCqCVEII4Dc/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.missouri.edu/portal/In-all-likelihood--statistical-modelling-and/cCqCVEII4Dc/">In all likelihood : statistical modelling and inference using likelihood, Yudi Pawitan</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.missouri.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.missouri.edu/">University of Missouri Libraries</a></span></span></span></span></div>
