An introduction to generalized linear models
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| Autori principali: | , |
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| Natura: | Libro |
| Lingua: | inglese |
| Pubblicazione: |
Boca Ratón,Fl., USA
CRC Press
2018
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| Edizione: | Fourth edition |
| Soggetti: | |
| Accesso online: | Disponible Online |
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Sommario:
- 1. Introduction 2. Model Fitting 3. Exponential Family and Generalized Linear Models 4. Estimation 5. Inference 6. Normal Linear Models 7. Binary Variables and Logistic Regression 8. Nominal and Ordinal Logistic Regression 9. Poisson Regression and Log-Linear Models 10. Survival Analysis 11. Clustered and Longitudinal Data 12. Bayesian Analysis 13. Markov Chain Monte Carlo Methods 14. Example Bayesian Analyses Postface Appendix Software References Index