03015nam 22005655 450 991036085190332120251113185358.0981-15-1181-010.1007/978-981-15-1181-3(CKB)4100000009845035(DE-He213)978-981-15-1181-3(MiAaPQ)EBC5979671(PPN)258063084(EXLCZ)99410000000984503520191116d2019 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierModeling Survival Data Using Frailty Models Second Edition /by David D. Hanagal1st ed. 2019.Singapore :Springer Nature Singapore :Imprint: Springer,2019.1 online resource (XXIV, 295 p. 50 illus., 15 illus. in color.)Industrial and Applied Mathematics,2364-6845981-15-1180-2 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.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.Industrial and Applied Mathematics,2364-6845BiometryStatisticsComputer simulationBiostatisticsBayesian InferenceComputer ModellingBiometry.Statistics.Computer simulation.Biostatistics.Bayesian Inference.Computer Modelling.519.5Hanagal David Dauthttp://id.loc.gov/vocabulary/relators/aut782092MiAaPQMiAaPQMiAaPQBOOK9910360851903321Modeling Survival Data Using Frailty Models1734546UNINA