Event History Analysis with R (Chapman & Hall/CRC The R Series) (English Edition)

Event History Analysis with R (Chapman & Hall/CRC The R Series) (English Edition)

作者
Göran Broström
语言
英语
出版社
CRC Press
出版日期
2018年9月3日
纸书页数
236页
电子书格式
epub,pdf,mobi,azw3,txt,fb2,djvu
文件大小
6555 KB
下载次数
5418
更新日期
2023-04-04
运行环境
PC/Windows/Linux/Mac/IOS/iPhone/iPad/iBooks/Kindle/Android/安卓/平板
内容简介

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.

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