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Survival and Event History Analysis: A Process Point of View - Odd Aalen
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Odd Aalen:

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ISBN: 9781441919090

ID: 978144191909

Time-to-event data are ubiquitous in fields such as medicine, biology, demography, sociology, economics and reliability theory. Recently, a need to analyze more complex event histories has emerged. Examples are individuals that move among several states, frailty that makes some units fail before others, internal time-dependent covariates, and the estimation of causal effects from observational data.The aim of this book is to bridge the gap between standard textbook models and a range of models where the dynamic structure of the data manifests itself fully. The common denominator of such models is stochastic processes. The authors show how counting processes, martingales, and stochastic integrals fit very nicely with censored data. Beginning with standard analyses such as Kaplan-Meier plots and Cox regression, the presentation progresses to the additive hazard model and recurrent event data. Stochastic processes are also used as natural models for individual frailty; they allow sensible interpretations of a number of surprising artifacts seen in population data.The stochastic process framework is naturally connected to causality. The authors show how dynamic path analyses can incorporate many modern causality ideas in a framework that takes the time aspect seriously.To make the material accessible to the reader, a large number of practical examples, mainly from medicine, are developed in detail. Stochastic processes are introduced in an intuitive and non-technical manner. The book is aimed at investigators who use event history methods and want a better understanding of the statistical concepts. It is suitable as a textbook for graduate courses in statistics and biostatistics. Odd Aalen, Books, Science and Nature, Survival and Event History Analysis: A Process Point of View Books>Science and Nature, Springer New York

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Survival and Event History Analysis: A Process Point of View - Aalen, Odd / Borgan, Ornulf / Gjessing, Hakon
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Aalen, Odd / Borgan, Ornulf / Gjessing, Hakon:

Survival and Event History Analysis: A Process Point of View - used book

ISBN: 9781441919090

ID: 10979408

Time-to-event data are ubiquitous in fields such as medicine, biology, demography, sociology, economics and reliability theory. Recently, a need to analyze more complex event histories has emerged. Examples are individuals that move among several states, frailty that makes some units fail before others, internal time-dependent covariates, and the estimation of causal effects from observational data. The aim of this book is to bridge the gap between standard textbook models and a range of models where the dynamic structure of the data manifests itself fully. The common denominator of such models is stochastic processes. The authors show how counting processes, martingales, and stochastic integrals fit very nicely with censored data. Beginning with standard analyses such as Kaplan-Meier plots and Cox regression, the presentation progresses to the additive hazard model and recurrent event data. Stochastic processes are also used as natural models for individual frailty; they allow sensible interpretations of a number of surprising artifacts seen in population data. The stochastic process framework is naturally connected to causality. The authors show how dynamic path analyses can incorporate many modern causality ideas in a framework that takes the time aspect seriously. To make the material accessible to the reader, a large number of practical examples, mainly from medicine, are developed in detail. Stochastic processes are introduced in an intuitive and non-technical manner. The book is aimed at investigators who use event history methods and want a better understanding of the statistical concepts. It is suitable as a textbook for graduate courses in statistics and biostatistics. Survival and Event History Analysis: A Process Point of View Aalen, Odd / Borgan, Ornulf / Gjessing, Hakon, Springer

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Survival and Event History Analysis - Odd Aalen
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Odd Aalen:
Survival and Event History Analysis - Paperback

ISBN: 9781441919090

[ED: Taschenbuch], [PU: Springer], Neuware - The aim of this book is to bridge the gap between standard textbook models and a range of models where the dynamic structure of the data manifests itself fully. The common denominator of such models is stochastic processes. The authors show how counting processes, martingales, and stochastic integrals fit very nicely with censored data. Beginning with standard analyses such as Kaplan-Meier plots and Cox regression, the presentation progresses to the additive hazard model and recurrent event data. Stochastic processes are also used as natural models for individual frailty they allow sensible interpretations of a number of surprising artifacts seen in population data. The stochastic process framework is naturally connected to causality. The authors show how dynamic path analyses can incorporate many modern causality ideas in a framework that takes the time aspect seriously. To make the material accessible to the reader, a large number of practical examples, mainly from medicine, are developed in detail. Stochastic processes are introduced in an intuitive and non-technical manner. The book is aimed at investigators who use event history methods and want a better understanding of the statistical concepts. It is suitable as a textbook for graduate courses in statistics and biostatistics., [SC: 0.00], Neuware, gewerbliches Angebot, 235x155x29 mm, [GW: 836g]

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Survival and Event History Analysis: A Process Point of View (Statistics for Biology and Health) - Aalen, Odd; Borgan, Ornulf; Gjessing, Hakon
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Aalen, Odd; Borgan, Ornulf; Gjessing, Hakon:
Survival and Event History Analysis: A Process Point of View (Statistics for Biology and Health) - Paperback

2010, ISBN: 1441919090

ID: 19403569181

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Survival and Event History Analysis - Odd O. Aalen; Ornulf Borgan; Hakon K. Gjessing
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Odd O. Aalen; Ornulf Borgan; Hakon K. Gjessing:
Survival and Event History Analysis - Paperback

2010, ISBN: 9781441919090

Hardcover, ID: 16197519

Softcover reprint of hardcover 1st ed. 2008, Softcover, Buch, [PU: Springer-Verlag New York Inc.]

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Details of the book
Survival and Event History Analysis
Author:

Aalen, Odd; Gjessing, Hakon; Borgan, Ornulf

Title:

Survival and Event History Analysis

ISBN:

1441919090

The aim of this book is to bridge the gap between standard textbook models and a range of models where the dynamic structure of the data manifests itself fully. The common denominator of such models is stochastic processes. The authors show how counting processes, martingales, and stochastic integrals fit very nicely with censored data. Beginning with standard analyses such as Kaplan-Meier plots and Cox regression, the presentation progresses to the additive hazard model and recurrent event data. Stochastic processes are also used as natural models for individual frailty; they allow sensible interpretations of a number of surprising artifacts seen in population data.The stochastic process framework is naturally connected to causality. The authors show how dynamic path analyses can incorporate many modern causality ideas in a framework that takes the time aspect seriously. To make the material accessible to the reader, a large number of practical examples, mainly from medicine, are developed in detail. Stochastic processes are introduced in an intuitive and non-technical manner. The book is aimed at investigators who use event history methods and want a better understanding of the statistical concepts. It is suitable as a textbook for graduate courses in statistics and biostatistics.

Details of the book - Survival and Event History Analysis


EAN (ISBN-13): 9781441919090
ISBN (ISBN-10): 1441919090
Hardcover
Paperback
Publishing year: 2010
Publisher: Springer-Verlag GmbH
560 Pages
Weight: 0,836 kg
Language: eng/Englisch

Book in our database since 16.04.2010 11:20:34
Book found last time on 11.12.2016 13:00:21
ISBN/EAN: 1441919090

ISBN - alternate spelling:
1-4419-1909-0, 978-1-4419-1909-0

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