02883cam a22004455i 4500 21680593 BD-DhUL 20210817100259.0 m |o d | cr ||||||||||| 180405s2018 si |||| b |||1 0|eng 2019746856 9789811071638 (pbk) (DE-He213)978-981-10-7164-5 DLC eng pn rda DLC BD-DhUL MBNS thema MED090000 bisacsh PBT bicssc PBT thema 519.546 EMA Emura, Takeshi. Analysis of survival data with dependent censoring : copula-based approaches / by Takeshi Emura, Yi-Hau Chen. Singapore : Springer : 2018. xiii, 84 p. : ill. ; 24 cm. Euro 49.99 Springer briefs in Statistics ; JSS Research Series in Statistics. Includes bibliographical references and index Chapter 1: Setting the scene -- Chapter 2: Introduction to survival analysis -- Chapter 3: Copula models for dependent censoring -- Chapter 4: Gene selection under dependent censoring -- Chapter 5: The joint frailty-copula model for meta-analysis -- Chapter 6:High-dimensional covariates in the joint frailty-copula model -- Chapter 7:Dynamic prediction of time-to-death. Chapter 8: Future developments -- Appendix. This book introduces readers to copula-based statistical methods for analyzing survival data involving dependent censoring. Primarily focusing on likelihood-based methods performed under copula models, it is the first book solely devoted to the problem of dependent censoring. The book demonstrates the advantages of the copula-based methods in the context of medical research, especially with regard to cancer patients' survival data. Needless to say, the statistical methods presented here can also be applied to many other branches of science, especially in reliability, where survival analysis plays an important role. The book can be used as a textbook for graduate coursework or a short course aimed at (bio-) statisticians. To deepen readers' understanding of copula-based approaches, the book provides an accessible introduction to basic survival analysis and explains the mathematical foundations of copula-based survival models. Description based on publisher-supplied MARC data. Statistical mathematics. Censored observations. Chen, Yi-Hau. jt. aut. Print version: Survival analysis with dependent censoring and correlated endpoints. 9789811071638 (DLC) 2017964253 Printed edition: 9789811071638 Printed edition: 9789811071652 JSS Research Series in Statistics, 2364-0057 ddc BK 254201 254201 0 0 ddc 0 519_546000000000000_EMA 0 NFIC 388073 DUSL DUSL GEN 2021-06-29 Purchased 519.546 EMA 519143 2021-06-29 1 2021-06-29 BK Statistics 0 0 ddc 0 519_546000000000000_EMA 0 NFIC 388074 DUSL DUSL GEN 2021-06-29 Purchased 519.546 EMA 519144 2021-06-29 2 2021-06-29 BK tr. to Statistics dept.