LEADER 03015nam 22005655 450 001 9910360851903321 005 20251113185358.0 010 $a981-15-1181-0 024 7 $a10.1007/978-981-15-1181-3 035 $a(CKB)4100000009845035 035 $a(DE-He213)978-981-15-1181-3 035 $a(MiAaPQ)EBC5979671 035 $a(PPN)258063084 035 $a(EXLCZ)994100000009845035 100 $a20191116d2019 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aModeling Survival Data Using Frailty Models $eSecond Edition /$fby David D. Hanagal 205 $a1st ed. 2019. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2019. 215 $a1 online resource (XXIV, 295 p. 50 illus., 15 illus. in color.) 225 1 $aIndustrial and Applied Mathematics,$x2364-6845 311 08$a981-15-1180-2 327 $a1 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. 330 $aThis book presents the basic concepts of survival analysis and frailty models, covering both fundamental and advanced topics. It focuses on applications of statistical tools in biology and medicine, highlighting the latest frailty-model methodologies and applications in these areas. After explaining the basic concepts of survival analysis, the book goes on to discuss shared, bivariate, and correlated frailty models and their applications. It also features nine datasets that have been analyzed using the R statistical package. Covering recent topics, not addressed elsewhere in the literature, this book is of immense use to scientists, researchers, students and teachers. 410 0$aIndustrial and Applied Mathematics,$x2364-6845 606 $aBiometry 606 $aStatistics 606 $aComputer simulation 606 $aBiostatistics 606 $aBayesian Inference 606 $aComputer Modelling 615 0$aBiometry. 615 0$aStatistics. 615 0$aComputer simulation. 615 14$aBiostatistics. 615 24$aBayesian Inference. 615 24$aComputer Modelling. 676 $a519.5 700 $aHanagal$b David D$4aut$4http://id.loc.gov/vocabulary/relators/aut$0782092 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910360851903321 996 $aModeling Survival Data Using Frailty Models$91734546 997 $aUNINA