| 书目名称 | Multistate Analysis of Life Histories with R | | 编辑 | Frans Willekens | | 视频video | | | 概述 | Presents a step-by-step procedure for investigating life histories using descriptive methods and statistical modeling, as well as the popular software language for statistical computing (R).For educat | | 丛书名称 | Use R! | | 图书封面 |  | | 描述 | .This book provides an introduction to multistate event history analysis. It is an extension of survival analysis, in which a single terminal event (endpoint) is considered and the time-to-event is studied. Multistate models focus on life histories or trajectories, conceptualized as sequences of states and sequences of transitions between states. Life histories are modeled as realizations of continuous-time Markov processes. The model parameters, transition rates, are estimated from data on event counts and populations at risk, using the statistical theory of counting processes. .The Comprehensive R Network Archive (CRAN) includes several packages for multistate modeling. This book is about .Biograph.. The package is designed to (a) enhance exploratory analysis of life histories and (b) make multistate modeling accessible. The package incorporates utilities that connect to several packages for multistate modeling, including .survival., .eha., .Epi., .mvna<,. etm., .mstate., .msm., and .TraMineR. for sequence analysis. The book is a ‘hands-on’ presentation of .Biograph. and the packages listed. It is written from the perspective of the user. To help the user master the techniques an | | 出版日期 | Book 2014 | | 关键词 | Demography / Demographic methods; Epidemiology/Methods; Event histories; Multistate modeling; Survival a | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-08383-4 | | isbn_softcover | 978-3-319-08382-7 | | isbn_ebook | 978-3-319-08383-4Series ISSN 2197-5736 Series E-ISSN 2197-5744 | | issn_series | 2197-5736 | | copyright | Springer International Publishing Switzerland 2014 |
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发表于 2025-3-21 20:06:37
