Survival Analysis State Of The Art

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Survival Analysis: State of the Art

John P. Klein,P.K. Goel
Survival Analysis State of the Art Book PDF

Author : John P. Klein,P.K. Goel
Publisher : Springer Science & Business Media
Page : 446 pages
File Size : 54,9 Mb
Release : 2013-03-09
Category : Mathematics
ISBN : 9789401579834

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Survival Analysis: State of the Art by John P. Klein,P.K. Goel Pdf

Survival analysis is a highly active area of research with applications spanning the physical, engineering, biological, and social sciences. In addition to statisticians and biostatisticians, researchers in this area include epidemiologists, reliability engineers, demographers and economists. The economists survival analysis by the name of duration analysis and the analysis of transition data. We attempted to bring together leading researchers, with a common interest in developing methodology in survival analysis, at the NATO Advanced Research Workshop. The research works collected in this volume are based on the presentations at the Workshop. Analysis of survival experiments is complicated by issues of censoring, where only partial observation of an individual's life length is available and left truncation, where individuals enter the study group if their life lengths exceed a given threshold time. Application of the theory of counting processes to survival analysis, as developed by the Scandinavian School, has allowed for substantial advances in the procedures for analyzing such experiments. The increased use of computer intensive solutions to inference problems in survival analysis~ in both the classical and Bayesian settings, is also evident throughout the volume. Several areas of research have received special attention in the volume.

Survival Analysis

David G. Kleinbaum,Mitchel Klein
Survival Analysis Book PDF

Author : David G. Kleinbaum,Mitchel Klein
Publisher : Springer
Page : 590 pages
File Size : 54,8 Mb
Release : 2006-01-02
Category : Mathematics
ISBN : 9780387291505

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Survival Analysis by David G. Kleinbaum,Mitchel Klein Pdf

An excellent introduction for all those coming to the subject for the first time. New material has been added to the second edition and the original six chapters have been modified. The previous edition sold 9500 copies world wide since its release in 1996. Based on numerous courses given by the author to students and researchers in the health sciences and is written with such readers in mind. Provides a "user-friendly" layout and includes numerous illustrations and exercises. Written in such a way so as to enable readers learn directly without the assistance of a classroom instructor. Throughout, there is an emphasis on presenting each new topic backed by real examples of a survival analysis investigation, followed up with thorough analyses of real data sets.

Survival Analysis

David G. Kleinbaum,Mitchel Klein
Survival Analysis Book PDF

Author : David G. Kleinbaum,Mitchel Klein
Publisher : Springer
Page : 700 pages
File Size : 44,7 Mb
Release : 2011-10-15
Category : Medical
ISBN : 9781441966469

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Survival Analysis by David G. Kleinbaum,Mitchel Klein Pdf

An excellent introduction for all those coming to the subject for the first time. New material has been added to the second edition and the original six chapters have been modified. The previous edition sold 9500 copies world wide since its release in 1996. Based on numerous courses given by the author to students and researchers in the health sciences and is written with such readers in mind. Provides a "user-friendly" layout and includes numerous illustrations and exercises. Written in such a way so as to enable readers learn directly without the assistance of a classroom instructor. Throughout, there is an emphasis on presenting each new topic backed by real examples of a survival analysis investigation, followed up with thorough analyses of real data sets.

Survival Analysis

John P. Klein,Melvin L. Moeschberger
Survival Analysis Book PDF

Author : John P. Klein,Melvin L. Moeschberger
Publisher : Springer Science & Business Media
Page : 508 pages
File Size : 45,7 Mb
Release : 2013-06-29
Category : Medical
ISBN : 9781475727289

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Survival Analysis by John P. Klein,Melvin L. Moeschberger Pdf

Making complex methods more accessible to applied researchers without an advanced mathematical background, the authors present the essence of new techniques available, as well as classical techniques, and apply them to data. Practical suggestions for implementing the various methods are set off in a series of practical notes at the end of each section, while technical details of the derivation of the techniques are sketched in the technical notes. This book will thus be useful for investigators who need to analyse censored or truncated life time data, and as a textbook for a graduate course in survival analysis, the only prerequisite being a standard course in statistical methodology.

Introducing Survival and Event History Analysis

Melinda Mills
Introducing Survival and Event History Analysis Book PDF

Author : Melinda Mills
Publisher : SAGE
Page : 301 pages
File Size : 40,9 Mb
Release : 2011-01-19
Category : Social Science
ISBN : 9781848601024

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Introducing Survival and Event History Analysis by Melinda Mills Pdf

This book is an accessible, practical and comprehensive guide for researchers from multiple disciplines including biomedical, epidemiology, engineering and the social sciences. Written for accessibility, this book will appeal to students and researchers who want to understand the basics of survival and event history analysis and apply these methods without getting entangled in mathematical and theoretical technicalities. Inside, readers are offered a blueprint for their entire research project from data preparation to model selection and diagnostics. Engaging, easy to read, functional and packed with enlightening examples, ‘hands-on’ exercises, conversations with key scholars and resources for both students and instructors, this text allows researchers to quickly master advanced statistical techniques. It is written from the perspective of the ‘user’, making it suitable as both a self-learning tool and graduate-level textbook. Also included are up-to-date innovations in the field, including advancements in the assessment of model fit, unobserved heterogeneity, recurrent events and multilevel event history models. Practical instructions are also included for using the statistical programs of R, STATA and SPSS, enabling readers to replicate the examples described in the text.

Survival Analysis Using S

Mara Tableman,Jong Sung Kim
Survival Analysis Using S Book PDF

Author : Mara Tableman,Jong Sung Kim
Publisher : CRC Press
Page : 277 pages
File Size : 55,6 Mb
Release : 2003-07-28
Category : Mathematics
ISBN : 9780203501412

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Survival Analysis Using S by Mara Tableman,Jong Sung Kim Pdf

Survival Analysis Using S: Analysis of Time-to-Event Data is designed as a text for a one-semester or one-quarter course in survival analysis for upper-level or graduate students in statistics, biostatistics, and epidemiology. Prerequisites are a standard pre-calculus first course in probability and statistics, and a course in applied linear regression models. No prior knowledge of S or R is assumed. A wide choice of exercises is included, some intended for more advanced students with a first course in mathematical statistics. The authors emphasize parametric log-linear models, while also detailing nonparametric procedures along with model building and data diagnostics. Medical and public health researchers will find the discussion of cut point analysis with bootstrap validation, competing risks and the cumulative incidence estimator, and the analysis of left-truncated and right-censored data invaluable. The bootstrap procedure checks robustness of cut point analysis and determines cut point(s). In a chapter written by Stephen Portnoy, censored regression quantiles - a new nonparametric regression methodology (2003) - is developed to identify important forms of population heterogeneity and to detect departures from traditional Cox models. By generalizing the Kaplan-Meier estimator to regression models for conditional quantiles, this methods provides a valuable complement to traditional Cox proportional hazards approaches.

Advanced Survival Models

Catherine Legrand
Advanced Survival Models Book PDF

Author : Catherine Legrand
Publisher : CRC Press
Page : 360 pages
File Size : 52,5 Mb
Release : 2021-03-23
Category : Mathematics
ISBN : 9780429622557

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Advanced Survival Models by Catherine Legrand Pdf

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 medical research. During the last twenty years, several extensions of "classical" survival models have been developed to address particular situations often encountered in practice. This book aims to gather in a single reference the most commonly used extensions, such as frailty models (in case of unobserved heterogeneity or clustered data), cure models (when a fraction of the population will not experience the event of interest), competing risk models (in case of different types of event), and joint survival models for a time-to-event endpoint and a longitudinal outcome. Features Presents state-of-the art approaches for different advanced survival models including frailty models, cure models, competing risk models and joint models for a longitudinal and a survival outcome Uses consistent notation throughout the book for the different techniques presented Explains in which situation each of these models should be used, and how they are linked to specific research questions Focuses on the understanding of the models, their implementation, and their interpretation, with an appropriate level of methodological development for masters students and applied statisticians Provides references to existing R packages and SAS procedure or macros, and illustrates the use of the main ones on real datasets This book is primarily aimed at applied statisticians and graduate students of statistics and biostatistics. It can also serve as an introductory reference for methodological researchers interested in the main extensions of classical survival analysis.

Advances in Survival Analysis

Narayanaswamy Balakrishnan,C.R. Rao
Advances in Survival Analysis Book PDF

Author : Narayanaswamy Balakrishnan,C.R. Rao
Publisher : Elsevier
Page : 823 pages
File Size : 40,7 Mb
Release : 2004-01-30
Category : Mathematics
ISBN : 9780080495118

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Advances in Survival Analysis by Narayanaswamy Balakrishnan,C.R. Rao Pdf

Handbook of Statistics: Advances in Survival Analysis covers all important topics in the area of Survival Analysis. Each topic has been covered by one or more chapters written by internationally renowned experts. Each chapter provides a comprehensive and up-to-date review of the topic. Several new illustrative examples have been used to demonstrate the methodologies developed. The book also includes an exhaustive list of important references in the area of Survival Analysis. Includes up-to-date reviews on many important topics Chapters written by many internationally renowned experts Some Chapters provide completely new methodologies and analyses Includes some new data and methods of analyzing them

Survival Analysis

Shenyang Guo
Survival Analysis Book PDF

Author : Shenyang Guo
Publisher : Oxford University Press
Page : 176 pages
File Size : 49,5 Mb
Release : 2010-01-25
Category : Social Science
ISBN : 0199713979

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Survival Analysis by Shenyang Guo Pdf

Survival analysis is a class of statistical methods for studying the occurrence and timing of events. Statistical analysis of longitudinal data, particularly censored data, lies at the heart of social work research, and many of social work research's empirical problems, such as child welfare, welfare policy, evaluation of welfare-to-work programs, and mental health, can be formulated as investigations of timing of event occurrence. Social work researchers also often need to analyze multilevel or grouped data (for example, event times formed by sibling groups or mother-child dyads or recurrences of events such as reentries into foster care), but these and other more robust methods can be challenging to social work researchers without a background in higher math. With clearly written summaries and plentiful examples, all written with social work issues and social work researchers in mind, this pocket guide will put this important statistical tool in the hands of many more social work researchers than have been able to use it before, to the field's benefit.

Handbook of Survival Analysis

John P. Klein,Hans C. van Houwelingen,Joseph G. Ibrahim,Thomas H. Scheike
Handbook of Survival Analysis Book PDF

Author : John P. Klein,Hans C. van Houwelingen,Joseph G. Ibrahim,Thomas H. Scheike
Publisher : CRC Press
Page : 635 pages
File Size : 49,8 Mb
Release : 2016-04-19
Category : Mathematics
ISBN : 9781466555679

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Handbook of Survival Analysis by John P. Klein,Hans C. van Houwelingen,Joseph G. Ibrahim,Thomas H. Scheike Pdf

Handbook of Survival Analysis presents modern techniques and research problems in lifetime data analysis. This area of statistics deals with time-to-event data that is complicated by censoring and the dynamic nature of events occurring in time. With chapters written by leading researchers in the field, the handbook focuses on advances in survival analysis techniques, covering classical and Bayesian approaches. It gives a complete overview of the current status of survival analysis and should inspire further research in the field. Accessible to a wide range of readers, the book provides: An introduction to various areas in survival analysis for graduate students and novices A reference to modern investigations into survival analysis for more established researchers A text or supplement for a second or advanced course in survival analysis A useful guide to statistical methods for analyzing survival data experiments for practicing statisticians

Encyclopedia of Epidemiologic Methods

Mitchell H. Gail,Jacques Benichou
Encyclopedia of Epidemiologic Methods Book PDF

Author : Mitchell H. Gail,Jacques Benichou
Publisher : John Wiley & Sons
Page : 1006 pages
File Size : 45,5 Mb
Release : 2000-11-02
Category : Medical
ISBN : 0471866415

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Encyclopedia of Epidemiologic Methods by Mitchell H. Gail,Jacques Benichou Pdf

Featuring articles from the prestigious Encyclopedia of Biostatistics, many of which have been revised and updated to include recent developments, the Encyclopedia of Epidemiologic Methods also includes newly commissioned articles reflecting the latest thinking in Cancer Registries Birth Defect Registries Meta Analysis of Epidemiologic Studies Epidemiology Overview Sample Size Sex Ratio at Birth Software Design and Analysis Featuring contributions from leading experts in academia, government and industry, the Encyclopedia of Epidemiologic Methods has been designed to complement existing texts on the subject by providing further extensive, up-to-date coverage of specialised topics and by introducing the reader to the research literature. Offering a wealth of information in a single resource, the Encyclopedia of Epidemiologic Methods Offers an excellent introduction to a vast array of specialised topics Includes in-depth coverage of the statistical underpinnings of contemporary epidemiologic methods Provides concise definitions and introductions to numerous concepts found in the current literature Uses extensive cross-references, helping to facilitate further research, and enabling the reader to locate definitions and related concepts In addition to featuring extensive articles in the areas of descriptive and analytic epidemiology, the Encyclopedia also provides the reader with articles on case-control design and offers substantial coverage of allied statistical methods.

Bayesian Survival Analysis

Joseph G. Ibrahim,Ming-Hui Chen,Debajyoti Sinha
Bayesian Survival Analysis Book PDF

Author : Joseph G. Ibrahim,Ming-Hui Chen,Debajyoti Sinha
Publisher : Springer Science & Business Media
Page : 494 pages
File Size : 48,7 Mb
Release : 2013-03-09
Category : Medical
ISBN : 9781475734478

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Bayesian Survival Analysis by Joseph G. Ibrahim,Ming-Hui Chen,Debajyoti Sinha Pdf

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.

Frailty Models in Survival Analysis

Andreas Wienke
Frailty Models in Survival Analysis Book PDF

Author : Andreas Wienke
Publisher : CRC Press
Page : 324 pages
File Size : 51,5 Mb
Release : 2010-07-26
Category : Mathematics
ISBN : 1420073915

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Frailty Models in Survival Analysis by Andreas Wienke Pdf

The concept of frailty offers a convenient way to introduce unobserved heterogeneity and associations into models for survival data. In its simplest form, frailty is an unobserved random proportionality factor that modifies the hazard function of an individual or a group of related individuals. Frailty Models in Survival Analysis presents a comprehensive overview of the fundamental approaches in the area of frailty models. The book extensively explores how univariate frailty models can represent unobserved heterogeneity. It also emphasizes correlated frailty models as extensions of univariate and shared frailty models. The author analyzes similarities and differences between frailty and copula models; discusses problems related to frailty models, such as tests for homogeneity; and describes parametric and semiparametric models using both frequentist and Bayesian approaches. He also shows how to apply the models to real data using the statistical packages of R, SAS, and Stata. The appendix provides the technical mathematical results used throughout. Written in nontechnical terms accessible to nonspecialists, this book explains the basic ideas in frailty modeling and statistical techniques, with a focus on real-world data application and interpretation of the results. By applying several models to the same data, it allows for the comparison of their advantages and limitations under varying model assumptions. The book also employs simulations to analyze the finite sample size performance of the models.

Proceedings of the First Seattle Symposium in Biostatistics: Survival Analysis

Danyu Lin,T.R. Fleming
Proceedings of the First Seattle Symposium in Biostatistics Survival Analysis Book PDF

Author : Danyu Lin,T.R. Fleming
Publisher : Springer Science & Business Media
Page : 314 pages
File Size : 49,6 Mb
Release : 2012-12-06
Category : Medical
ISBN : 9781468463163

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Proceedings of the First Seattle Symposium in Biostatistics: Survival Analysis by Danyu Lin,T.R. Fleming Pdf

The papers in this volume discuss important methodological advances in several important areas, including multivariate failure time data and interval censored data. The book will be an indispensable reference for researchers and practitioners in biostatistics, medical research, and the health sciences.

Lifetime Data: Models in Reliability and Survival Analysis

Nicholas P. Jewell,Alan C. Kimber,Mei-Ling Ting Lee,G. Alex Whitmore
Lifetime Data Models in Reliability and Survival Analysis Book PDF

Author : Nicholas P. Jewell,Alan C. Kimber,Mei-Ling Ting Lee,G. Alex Whitmore
Publisher : Springer Science & Business Media
Page : 392 pages
File Size : 43,8 Mb
Release : 2013-04-17
Category : Mathematics
ISBN : 9781475756548

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Lifetime Data: Models in Reliability and Survival Analysis by Nicholas P. Jewell,Alan C. Kimber,Mei-Ling Ting Lee,G. Alex Whitmore Pdf

Statistical models and methods for lifetime and other time-to-event data are widely used in many fields, including medicine, the environmental sciences, actuarial science, engineering, economics, management, and the social sciences. For example, closely related statistical methods have been applied to the study of the incubation period of diseases such as AIDS, the remission time of cancers, life tables, the time-to-failure of engineering systems, employment duration, and the length of marriages. This volume contains a selection of papers based on the 1994 International Research Conference on Lifetime Data Models in Reliability and Survival Analysis, held at Harvard University. The conference brought together a varied group of researchers and practitioners to advance and promote statistical science in the many fields that deal with lifetime and other time-to-event-data. The volume illustrates the depth and diversity of the field. A few of the authors have published their conference presentations in the new journal Lifetime Data Analysis (Kluwer Academic Publishers).