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Competing risks and multistate models with R / Jan Beyersmann, Arthur Allignol, Martin Schumacher.

By: Beyersmann, JanContributor(s): Allignol, Arthur | Schumacher, Martin, 1950-Material type: TextTextLanguage: English Series: Use R!Publication details: New York : Springer, c2012. Description: xi, 245 p. : ill. ; 24 cmISBN: 9781461420347 (pbk. : alk. paper); 1461420342 (pbk. : alk. paper); 9781461420354 (eISBN)Subject(s): Statistics -- Computer programs | R (Computer program language)DDC classification: 519.502 LOC classification: QA276.4 | .B49 2012Online resources: WorldCat details | E-book Fulltext
Contents:
TOC 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.
Summary: 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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Holdings
Item type Current library Collection Call number Copy number Status Date due Barcode Item holds
E-Book E-Book Dr. S. R. Lasker Library, EWU
E-book 		Non-fiction 519.502 BEC 2012 (Browse shelf(Opens below)) Not For Loan
Text Text Dr. S. R. Lasker Library, EWU
Reserve Section 		Non-fiction 519.502 BEC 2012 (Browse shelf(Opens below)) C-1 Not For Loan 26621
Text Text Dr. S. R. Lasker Library, EWU
Circulation Section 		Non-fiction 519.502 BEC 2012 (Browse shelf(Opens below)) C-2 Available 26622
Text Text Dr. S. R. Lasker Library, EWU
Circulation Section 		Non-fiction 519.502 BEC 2012 (Browse shelf(Opens below)) C-3 Available 26892
Text Text Dr. S. R. Lasker Library, EWU
Circulation Section 		Non-fiction 519.502 BEC 2012 (Browse shelf(Opens below)) C-4 Available 26893
Total holds: 0

Includes bibliographical references (p. 233-240) and index.

TOC 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.

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.

AS

Sagar Shahanawaz

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