Generalized Linear Models with Random Effects : Unified Analysis Via H-likelihood
Youngjo. Lee
Bok Engelsk 2006 · Electronic books.
| Annen tittel | |
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| Utgitt | Hoboken : : Taylor & Francis, , 2006.
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| Omfang | 1 online resource (411 p.)
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| Opplysninger | Description based upon print version of record.. - Front Cover; Contents; List of notations; Preface; Introduction; Chapter 1. Classical likelihood theory; Chapter 2. Generalized Linear Models; Chapter 3. Quasi-likelihood; Chapter 4. Extended Likelihood Inferences; Chapter 5. Normal linear mixed models; Chapter 6. Hierarchical GLMs; Chapter 7. HGLMs with structured dispersion; Chapter 8. Correlated random effects for HGLMs; Chapter 9. Smoothing; Chapter 10. Random-effect models for survival data; Chapter 11. Double HGLMs; Chapter 12. Further topics; References; Indexes. - Presenting methods for fitting Generalized Linear Models with random effects to data, this work explores a range of applications, including combining information over trials, analysis of frailty models for survival data, genetic epidemiology, and analysis of spatial and temporal models with correlated errors.
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| Emner | |
| Sjanger | |
| Dewey | |
| ISBN | 1584886315. - 9781584886310
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