Competing risks and multistate models with R

著者

• Beyersmann, Jan
• Schumacher, Martin
• Allignol, Arthur

書誌事項

Competing risks and multistate models with R

Jan Beyersmann, Arthur Allignol, Martin Schumacher

（Use R! / series editors, Robert Gentleman, Kurt Hornik, Giovanni Parmigiani）

Springer, c2012

注記

BIbliography: p. 233-240

Includes index

内容説明・目次

内容説明

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.

目次

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.

「Nielsen BookData」 より

• NII書誌ID(NCID): BB0955904X
• ISBN:
  • 9781461420347
• LCCN: 2011941794
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: New York
• ページ数/冊数: xi, 245 p.
• 大きさ: 24 cm
• 分類:
  • DC23 : 614.0727
• 件名:
  • LCSH : Health risk assessment -- Statistical methods
  • LCSH : Event history analysis
  • LCSH : Nonparametric statistics
  • LCSH : R (Computer program language)
• 親書誌ID:
  • BA75251458