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Titlebook: Multistate Analysis of Life Histories with R; Frans Willekens Book 2014 Springer International Publishing Switzerland 2014 Demography / De

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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Titlebook: Multistate Analysis of Life Histories with R;  Frans Willekens Book 2014 Springer International Publishing Switzerland 2014 Demography / De
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
doihttps://doi.org/10.1007/978-3-319-08383-4
isbn_softcover978-3-319-08382-7
isbn_ebook978-3-319-08383-4Series ISSN 2197-5736 Series E-ISSN 2197-5744
issn_series 2197-5736
copyrightSpringer International Publishing Switzerland 2014
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978-3-319-08382-7Springer International Publishing Switzerland 2014
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Use R!http://image.papertrans.cn/n/image/641236.jpg
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2197-5736 r software language for statistical computing (R).For educat.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 h
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2197-5736 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 an978-3-319-08382-7978-3-319-08383-4Series ISSN 2197-5736 Series E-ISSN 2197-5744
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