PORTO-
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Competing Risks and Multistate Models with R

von Beyersmann, Jan / Schumacher, Martin / Allignol, Arthur   (Autor)

This book explains hazard-based analyses of competing risks and multistate data using the R statistical programming code, placing special emphasis on interpretation of results. Includes real data examples, and encourages readers to simulate their own data.

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Produktbeschreibung

This book covers competing risks and multistate models, sometimes summarized as event history analysis. These models generalize the analysis of time to a single event (survival analysis) to analysing the timing of distinct terminal events (competing risks) and possible intermediate events (multistate models). Both R and multistate methods are promoted with a focus on nonparametric methods. 

Inhaltsverzeichnis


Data examples.- An informal introduction to hazard-based analyses.- Competing risks.- Multistate modelling of competing risks.- Nonparametric estimation.- Proportional hazards models.- Nonparametric hypothesis testing.- Further topics in competing risks.- Multistate models and their connection to competing risks.- Nonparametric estimation.- Proportional transition hazards models.- Time-dependent covariates and multistate models.- Further topics in multistate modeling. 

Autoreninfo


The authors are affiliated with the Institute of Medical Biometry and Medical Informatics, University Medical Center Freiburg and the Freiburg Center for Data Analysis and Modelling, University of Freiburg, Germany. Jan Beyersmann is Senior Statistician and serves on the editorial board of Statistics in Medicine. Arthur Allignol is Statistician and has contributed several R packages on competing risks and multistate models. Martin Schumacher is Professor of Biostatistics and Director of the Institute of Medical Biometry and Medical Informatics, Freiburg. He has been involved in theoretical developments as well as in practical applications of survival analyses and their extensions over many years. 

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Produktdetails

Medium: Buch
Format: Kartoniert
Seiten: 260
Sprache: Englisch
Erschienen: November 2011
Auflage: 2012
Sonstiges: 978-1-4614-2034-7
Maße: 235 x 155 mm
Gewicht: 400 g
ISBN-10: 1461420342
ISBN-13: 9781461420347
Verlagsbestell-Nr.: 11965480

Bestell-Nr.: 11126894 
Libri-Verkaufsrang (LVR):
Libri-Relevanz: 0 (max 9.999)
Bestell-Nr. Verlag: 11965480

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Rohertrag: 22,50 €
Porto: 1,84 €
Deckungsbeitrag: 20,66 €

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LIBRI-EK*: 67.49 € (25%)
LIBRI-VK: 96,29 €
Libri-STOCK: 0
LIBRI: 097 Print on Demand. Lieferbar innerhalb von 7 bis 10 Tagen * EK = ohne MwSt.

UVP: 2 
Warengruppe: 16280 

KNO: 31246771
KNO-EK*: 59.59 € (25%)
KNO-VK: 96,29 €
KNO-STOCK: 0
KNO-MS: 97

KNO-SAMMLUNG: Use R!
P_ABB: 49 schwarz-weiße Abbildungen, 3 schwarz-weiße Tabellen
KNOABBVERMERK: 2011. xi, 245 S. XI, 245 p. 49 illus. 235 mm
KNOSONSTTEXT: 978-1-4614-2034-7
Einband: Kartoniert
Auflage: 2012
Sprache: Englisch
Beilage(n): Paperback

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