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

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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.

Official Catalogue

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Author : Moses Purnell Handy
language : en
Publisher:
Release Date : 1893

Official Catalogue written by Moses Purnell Handy and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1893 with Art categories.

Joint Longitudinal Survival Cure Model With Application In Prostate Cancer Studies

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Author : Menggang Yu
language : en
Publisher:
Release Date : 2004

Joint Longitudinal Survival Cure Model With Application In Prostate Cancer Studies written by Menggang Yu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with categories.

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.

Annual Report

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Author : Smithsonian Institution
language : en
Publisher:
Release Date : 1892

Annual Report written by Smithsonian Institution and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1892 with categories.

Biometrics

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Author :
language : en
Publisher:
Release Date : 1998

Biometrics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Biometry categories.

Journal Of The American Statistical Association

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Author :
language : en
Publisher:
Release Date : 2007

Journal Of The American Statistical Association written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Electronic journals categories.

A scientific and educational journal not only for professional statisticians but also for economists, business executives, research directors, government officials, university professors, and others who are seriously interested in the application of statistical methods to practical problems, in the development of more useful methods, and in the improvement of basic statistical data.

Classification Of The World S Columbian Exposition Chicago U S A L893

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Author : World's Columbian Commission
language : en
Publisher:
Release Date : 1891

Classification Of The World S Columbian Exposition Chicago U S A L893 written by World's Columbian Commission and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1891 with Chicago (Ill.) categories.

Report Of The Assistant Director And Of The Curators Of The U S National Museum

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Author : United States National Museum
language : en
Publisher:
Release Date : 1892

Report Of The Assistant Director And Of The Curators Of The U S National Museum written by United States National Museum and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1892 with Science categories.