Multistate Analysis of Life Histories with R by Frans WillekensMultistate Analysis of Life Histories with R by Frans Willekens

Multistate Analysis of Life Histories with R

byFrans Willekens

Paperback | September 23, 2014

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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 aboutBiograph. 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, includingsurvival,eha,Epi,mvnaetm,mstate,msm, andTraMineRfor sequence analysis. The book is a 'hands-on' presentation ofBiographand the packages listed. It is written from the perspective of the user. To help the user master the techniques and the software, a single data set is used to illustrate the methods and software. It is the subsample of the German Life History Survey, which was also used by Blossfeld and Rohwer in their popular textbook on event history modeling. Another

data set, the Netherlands Family and Fertility Survey, is used to illustrate howBiographcan assist in answering questions on life paths of cohorts and individuals.

The book is suitable as a textbook for graduate courses on event history analysis and introductory courses on competing risks and multistate models. It may also be used as a self-study book. The R code used in the book is available online.

Frans Willekens is affiliated with the Max Planck Institute for Demographic Research (MPIDR) in Rostock, Germany. He is Emeritus Professor of Demography at the University of Groningen, a Honorary Fellow of the Netherlands Interdisciplinary Demographic Institute (NIDI) in the Hague, and a Research Associate of the International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria. He is a member of Royal Netherlands Academy of Arts and Sciences (KNAW). He has contributed to the modeling and simulation of life histories, mainly in the context of population forecasting.

Frans Willekens is affiliated with the Max Planck Institute for Demographic Research (MPIDR) in Rostock, Germany. He is Emeritus Professor of Demography at the University of Groningen, a Honorary Fellow of the Netherlands Interdisciplinary Demographic Institute (NIDI) in the Hague, and a Research Associate of the International Institut...
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Title:Multistate Analysis of Life Histories with RFormat:PaperbackDimensions:308 pagesPublished:September 23, 2014Publisher:Springer-Verlag/Sci-Tech/TradeLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3319083821

ISBN - 13:9783319083827

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Table of Contents

Introduction.- Life Histories: Real and Synthetic.- The Biograph Object.- Exploratory Data Analysis.- Visualization of Event Histories and State Sequences.- Statistical Packages for Multistate Event History Analysis.- The Multistate Life Table.- Application to Netherlands Family and Fertility Survey.- Summary.- Annexes.