Cure Models
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Cure Models
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Author : Yingwei Peng
language : en
Publisher: CRC Press
Release Date : 2021-03-22
Cure Models written by Yingwei Peng and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-22 with Mathematics categories.
Cure Models: Methods, Applications and Implementation is the first book in the last 25 years that provides a comprehensive and systematic introduction to the basics of modern cure models, including estimation, inference, and software. This book is useful for statistical researchers and graduate students, and practitioners in other disciplines to have a thorough review of modern cure model methodology and to seek appropriate cure models in applications. The prerequisites of this book include some basic knowledge of statistical modeling, survival models, and R and SAS for data analysis. The book features real-world examples from clinical trials and population-based studies and a detailed introduction to R packages, SAS macros, and WinBUGS programs to fit some cure models. The main topics covered include the foundation of statistical estimation and inference of cure models for independent and right-censored survival data, cure modeling for multivariate, recurrent-event, and competing-risks survival data, and joint modeling with longitudinal data, statistical testing for the existence and difference of cure rates and sufficient follow-up, new developments in Bayesian cure models, applications of cure models in public health research and clinical trials.
Cure Models In Survival Analysis
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Author : Maïlis Amico
language : en
Publisher:
Release Date : 2018
Cure Models In Survival Analysis written by Maïlis Amico and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with categories.
When analyzing time-to-event data, it often happens that a certain fraction of the data corresponds to subjects who will never experience the event of interest. These event times are considered as infinite and the subjects are said to be cured. Survival models that take this feature into account are commonly referred to as cure models. This article reviews the literature on cure regression models in which the event time (response) is subject to random right censoring and has a positive probability to be equal to infinity.
A General Approach For Cure Models In Survival Analysis
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Author : Valentin Patilea
language : en
Publisher:
Release Date : 2019
A General Approach For Cure Models In Survival Analysis written by Valentin Patilea and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
Semiparametric Cure Models And Related Topics
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Author : Wenbin Lu
language : en
Publisher:
Release Date : 2003
Semiparametric Cure Models And Related Topics written by Wenbin Lu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.
Cure Models For Univariate And Multivariate Survival Data
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Author : Feifei Zhou
language : en
Publisher:
Release Date : 2017-01-26
Cure Models For Univariate And Multivariate Survival Data written by Feifei Zhou and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-26 with categories.
This dissertation, "Cure Models for Univariate and Multivariate Survival Data" by Feifei, Zhou, 周飞飞, was obtained from The University of Hong Kong (Pokfulam, Hong Kong) and is being sold pursuant to Creative Commons: Attribution 3.0 Hong Kong License. The content of this dissertation has not been altered in any way. We have altered the formatting in order to facilitate the ease of printing and reading of the dissertation. All rights not granted by the above license are retained by the author. DOI: 10.5353/th_b4570097 Subjects: Survival analysis (Biometry) Multivariate analysis
Cure Rate Models Methods And Applications
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Author : N. Balakrishnan
language : en
Publisher:
Release Date : 2021-07-22
Cure Rate Models Methods And Applications written by N. Balakrishnan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-22 with categories.
Bayesian Survival Analysis
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Author : Joseph G. Ibrahim
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09
Bayesian Survival Analysis written by Joseph G. Ibrahim and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-09 with Medical categories.
Survival analysis arises in many fields of study including medicine, biology, engineering, public health, epidemiology, and economics. This book provides a comprehensive treatment of Bayesian survival analysis. It presents a balance between theory and applications, and for each class of models discussed, detailed examples and analyses from case studies are presented whenever possible. The applications are all from the health sciences, including cancer, AIDS, and the environment.
Cure Models For Univariate And Multivariate Survival Data
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Author : Feifei Zhou
language : en
Publisher:
Release Date : 2011
Cure Models For Univariate And Multivariate Survival Data written by Feifei Zhou and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Multivariate analysis categories.
The Use Of Parametric Cure Models To Predict Melanoma Specific Survival
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Author : Shane R. Raines
language : en
Publisher:
Release Date : 2003
The Use Of Parametric Cure Models To Predict Melanoma Specific Survival written by Shane R. Raines and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.
Cure Rate Models
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Author : Mahroo Vahidpour
language : en
Publisher:
Release Date : 2016
Cure Rate Models written by Mahroo Vahidpour and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.