Modeling Survival Data Using Frailty Models : Second Edition / / by David D. Hanagal
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| Autore: |
Hanagal David D
|
| Titolo: |
Modeling Survival Data Using Frailty Models : Second Edition / / by David D. Hanagal
|
| Pubblicazione: | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2019 |
| Edizione: | 1st ed. 2019. |
| Descrizione fisica: | 1 online resource (XXIV, 295 p. 50 illus., 15 illus. in color.) |
| Disciplina: | 519.5 |
| Soggetto topico: | Statistics |
| Computer simulation | |
| Statistics for Life Sciences, Medicine, Health Sciences | |
| Bayesian Inference | |
| Simulation and Modeling | |
| Nota di contenuto: | 1 Introduction to Survival Analysis -- 2 Some Parametric Models -- 3 Nonparametric and Semiparametric Models -- 4 The Frailty Concept -- 5 Various Frailty Models -- 6 Estimation Methods for Shared Frailty Models -- 7 Analysis of Survival Data in Shared Frailty Models -- 8 Tests of Hypotheses in Frailty Models -- 9 Shared Gamma Frailty Models -- 10 Shared Gamma Frailty Models Based on Reversed Hazard -- 11 Bivariate Frailty Models and Estimation Methods -- 12 Correlated Frailty Models -- 13 Correlated Gamma and Inverse Gaussian Frailty Models -- 14 Correlated Gamma Frailty Models Based on Reversed Hazard. |
| Sommario/riassunto: | This book presents the basic concepts of survival analysis and frailty models, covering both fundamental and advanced topics. It focuses on applications of statistical tools in biology and medicine, highlighting the latest frailty-model methodologies and applications in these areas. After explaining the basic concepts of survival analysis, the book goes on to discuss shared, bivariate, and correlated frailty models and their applications. It also features nine datasets that have been analyzed using the R statistical package. Covering recent topics, not addressed elsewhere in the literature, this book is of immense use to scientists, researchers, students and teachers. |
| Titolo autorizzato: | Modeling Survival Data Using Frailty Models |
| ISBN: | 981-15-1181-0 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910360851903321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Industrial and Applied Mathematics, . 2364-6837