عنوان

Generalized linear models :

0824790340

9780824790349

b711543

Generalized linear models :

[Book]

a Bayesian perspective /

edited by Dipak K. Dey, Sujit K. Ghosh, Bani K. Mallick.

New York :

Marcel Dekker,

©2000.

xvi, 423 pages :

illustrations ;

27 cm.

Biostatistics ;

5

Includes index.

Includes bibliographical references and index.

I. General overview -- 1. Generalized linear models: A Bayesian view -- 2. Random effects in generalized linear mixed models (GLMMs) -- 3. Prior elicitation and variable selection for generalized linear mixed models -- II. Extending the GLMs -- 4. Dynamic generalized linear models -- 5. Bayesian approaches for overdispersion in generalized linear models -- 6. Bayesian generalized linear models for inference about small areas -- III. Categorical and longitudinal data -- 7. Bayesian methods for correlated binary data -- 8. Bayesian analysis for correlated ordinal data models -- 9. Bayesian methods for time series count data -- 10. Item response modeling -- 11. Developing and applying medical practice guidelines following acute myocardial infarction: A case study using Bayesian probit and logit models -- IV. Semiparametric approaches -- 12. Semiparametric generalized linear models: Bayesian approaches -- 13. Binary response regression with normal scale mixture links -- 14. Binary regression using data adaptive robust link functions -- 15. A mixture-model approach to the analysis of survival data -- V. Model diagnostics and variable selection in GLMs -- 16. Bayesian variable selection using the Gibbs sampler -- 17. Bayesian methods for variable selection in the Cox model -- 18. Bayesian model diagnostics for correlated binary data -- VI. Challenging approaches in GLMs -- 19. Bayesian errors-in-variables modeling -- 20. Bayesian analysis of compositional data -- 21. Classification trees -- 22. Modeling and inference for point-referenced binary spatial data -- 23. Bayesian graphical models and software for GLMs.

0

Bayesian statistical decision theory.

Linear models (Statistics)

Bayes Theorem.

Linear Models.

Bayesian statistical decision theory.

Lineaire modellen.

Linear models (Statistics)

Lineares Modell

Methode van Bayes.

Modèles linéaires (statistique)

Statistique bayésienne.

Dey, Dipak.

Ghosh, Sujit K.,1970-

Mallick, Bani K.,1965-

20201208021110.0

[Book]

Y