Modeling Survival Data Using Frailty Models

Modeling Survival Data Using Frailty Models
Author :
Publisher : Springer Nature
Total Pages : 307
Release :
ISBN-10 : 9789811511813
ISBN-13 : 9811511810
Rating : 4/5 (810 Downloads)

Book Synopsis Modeling Survival Data Using Frailty Models by : David D. Hanagal

Download or read book Modeling Survival Data Using Frailty Models written by David D. Hanagal and published by Springer Nature. This book was released on 2019-11-16 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Modeling Survival Data Using Frailty Models Related Books

Modeling Survival Data Using Frailty Models
Language: en
Pages: 307
Authors: David D. Hanagal
Categories: Medical
Type: BOOK - Published: 2019-11-16 - Publisher: Springer Nature

GET EBOOK

This book presents the basic concepts of survival analysis and frailty models, covering both fundamental and advanced topics. It focuses on applications of stat
Frailty Models in Survival Analysis
Language: en
Pages: 324
Authors: Andreas Wienke
Categories: Mathematics
Type: BOOK - Published: 2010-07-26 - Publisher: CRC Press

GET EBOOK

The concept of frailty offers a convenient way to introduce unobserved heterogeneity and associations into models for survival data. In its simplest form, frail
The Frailty Model
Language: en
Pages: 329
Authors: Luc Duchateau
Categories: Mathematics
Type: BOOK - Published: 2007-10-23 - Publisher: Springer Science & Business Media

GET EBOOK

Readers will find in the pages of this book a treatment of the statistical analysis of clustered survival data. Such data are encountered in many scientific dis
Modeling Survival Data: Extending the Cox Model
Language: en
Pages: 356
Authors: Terry M. Therneau
Categories: Mathematics
Type: BOOK - Published: 2013-11-11 - Publisher: Springer Science & Business Media

GET EBOOK

This book is for statistical practitioners, particularly those who design and analyze studies for survival and event history data. Building on recent developmen
Advanced Survival Models
Language: en
Pages: 361
Authors: Catherine Legrand
Categories: Mathematics
Type: BOOK - Published: 2021-03-22 - Publisher: CRC Press

GET EBOOK

Survival data analysis is a very broad field of statistics, encompassing a large variety of methods used in a wide range of applications, and in particular in m