Event history analysis with R

著者

• Broström, Göran

書誌事項

Event history analysis with R

Göran Broström

（The R series）（A Chapman & Hall book）

CRC Press, Taylor & Francis Group, c2012

注記

Includes bibliographical references (p. 209-212) and index

内容説明・目次

内容説明

With an emphasis on social science applications, Event History Analysis with R presents an introduction to survival and event history analysis using real-life examples. Keeping mathematical details to a minimum, the book covers key topics, including both discrete and continuous time data, parametric proportional hazards, and accelerated failure times. Features Introduces parametric proportional hazards models with baseline distributions like the Weibull, Gompertz, Lognormal, and Piecewise constant hazard distributions, in addition to traditional Cox regression Presents mathematical details as well as technical material in an appendix Includes real examples with applications in demography, econometrics, and epidemiology Provides a dedicated R package, eha, containing special treatments, including making cuts in the Lexis diagram, creating communal covariates, and creating period statistics A much-needed primer, Event History Analysis with R is a didactically excellent resource for students and practitioners of applied event history and survival analysis.

目次

Event History and Survival Data. Single Sample Data. Cox Regression. Poisson Regression. More on Cox Regression. Parametric Models. Multivariate Survival Models. Competing Risks Models. Statistical Concepts. Survival Distributions. A Brief Introduction to R. Survival Packages in R.

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BB09468181
• ISBN:
  • 9781439831649
• 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: Boca Raton, Fla.
• ページ数/冊数: xx, 216 p.
• 大きさ: 25 cm
• 分類:
  • LCC : H61
  • DC23 : 001.422
• 件名:
  • LCSH : Event history analysis
  • LCSH : R (Computer program language)
  • LCSH : Social sciences -- Statistical methods
• 親書誌ID:
  • BB06063161
  • BB04603869