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Dynamic Regression Models for Survival Data - Torben Martinussen, Thomas H. Scheike
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Torben Martinussen, Thomas H. Scheike:

Dynamic Regression Models for Survival Data - gebrauchtes Buch

ISBN: 9781441919045

ID: 9781441919045

In survival analysis there has long been a need for models that goes beyond the Cox model as the proportional hazards assumption often fails in practice. This book studies and applies modern flexible regression models for survival data with a special focus on extensions of the Cox model and alternative models with the specific aim of describing time-varying effects of explanatory variables. One model that receives special attention is Aalen's additive hazards model that is particularly In survival analysis there has long been a need for models that goes beyond the Cox model as the proportional hazards assumption often fails in practice. This book studies and applies modern flexible regression models for survival data with a special focus on extensions of the Cox model and alternative models with the specific aim of describing time-varying effects of explanatory variables. One model that receives special attention is Aalen's additive hazards model that is particularly well suited for dealing with time-varying effects. The book covers the use of residuals and resampling techniques to assess the fit of the models and also points out how the suggested models can be utilised for clustered survival data. The authors demonstrate the practically important aspect of how to do hypothesis testing of time-varying effects making backwards model selection strategies possible for the flexible models considered. The use of the suggested models and methods is illustrated on real data examples. The methods are available in the R-package timereg developed by the authors, which is applied throughout the book with worked examples for the data sets. This gives the reader a unique chance of obtaining hands-on experience. This book is well suited for statistical consultants as well as for those who would like to see more about the theoretical justification of the suggested procedures. It can be used as a textbook for a graduate/master course in survival analysis, and students will appreciate the exercises included after each chapter. The applied side of the book with many worked examples accompanied with R-code shows in detail how one can analyse real data and at the same time gives a deeper understanding of the underlying theory. Torben Martinussen is at the Department of Natural Sciences at the Royal Veterinary and Agricultural University. He has a Ph.D. from University of Copenhagen and is associate editor of the Scandinavian Journal of Statistics. Books, Medicine~~Biostatistics, Dynamic-Regression-Models-for-Survival-Data~~Torben-Martinussen, 999999999, Dynamic Regression Models for Survival Data, Torben Martinussen, Thomas H. Scheike, 144191904X, Springer New York, , , , , Springer New York

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Dynamic Regression Models For Survival Data
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Dynamic Regression Models For Survival Data - neues Buch

ISBN: 9781441919045

ID: 11180241

This book studies and applies modern flexible regression models for survival data with a special focus on extensions of the Cox model and alternative models with the aim of describing time-varying effects of explanatory variables. USE of the suggested models and methods is illustrated on real data examples, using the R-package timereg developed by the authors, which is applied throughout the. This book studies and applies modern flexible regression models for survival data with a special focus on extensions of the Cox model and alternative models with the aim of describing time-varying effects of explanatory variables. USE of the suggested models and methods is illustrated on real data examples, using the R-package timereg developed by the authors, which is applied throughout the book with worked examples for the data sets. Books, Science and Geography~~Mathematics~~Probability & Statistics, Dynamic Regression Models For Survival Data~~Book~~9781441919045~~Torben Martinussen, Thomas H. Scheike, , , , , , , , , ,, [PU: Springer]

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Dynamic Regression Models for Survival Data - Torben Martinussen, Thomas H. Scheike
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Dynamic Regression Models for Survival Data - neues Buch

ISBN: 9781441919045

ID: 978144191904

This book studies and applies modern flexible regression models for survival data with a special focus on extensions of the Cox model and alternative models with the aim of describing time-varying effects of explanatory variables. Use of the suggested models and methods is illustrated on real data examples, using the R-package timereg developed by the authors, which is applied throughout the book with worked examples for the data sets. Torben Martinussen, Thomas H. Scheike, Books, Health and Well Being, Dynamic Regression Models for Survival Data Books>Health and Well Being, Springer New York

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Dynamic Regression Models for Survival Data (Statistics for Biology and Health) - Martinussen, Torben; Scheike, Thomas H.
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Martinussen, Torben; Scheike, Thomas H.:
Dynamic Regression Models for Survival Data (Statistics for Biology and Health) - Taschenbuch

2010, ISBN: 144191904X

ID: 19185931031

[EAN: 9781441919045], Neubuch, [PU: Springer], This item is printed on demand for shipment within 3 working days.

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Dynamic Regression Models for Survival Data Reprint Author :H. Scheike Thomas Torben Martinussen 9781441919045 144191904X, [PU: Springer]

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Details zum Buch
Dynamic Regression Models for Survival Data (Statistics for Biology and Health)
Autor:

Martinussen, Torben; Scheike, Thomas H.

Titel:

Dynamic Regression Models for Survival Data (Statistics for Biology and Health)

ISBN-Nummer:

144191904X

This book studies and applies modern flexible regression models for survival data with a special focus on extensions of the Cox model and alternative models with the aim of describing time-varying effects of explanatory variables. Use of the suggested models and methods is illustrated on real data examples, using the R-package timereg developed by the authors, which is applied throughout the book with worked examples for the data sets.

Detailangaben zum Buch - Dynamic Regression Models for Survival Data (Statistics for Biology and Health)


EAN (ISBN-13): 9781441919045
ISBN (ISBN-10): 144191904X
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: Springer-Verlag GmbH
484 Seiten
Gewicht: 0,725 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 25.10.2011 14:53:55
Buch zuletzt gefunden am 19.07.2016 19:47:03
ISBN/EAN: 144191904X

ISBN - alternative Schreibweisen:
1-4419-1904-X, 978-1-4419-1904-5

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