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Sequence Analysis and Related Approaches
Matthias Studer and Gilbert Ritschard
2018
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This open access book provides innovative methods and original applications of sequence analysis (SA) and related methods for analysing longitudinal data describing life trajectories such as professional careers, family paths, the succession of health statuses, or the time use. The applications as well as the methodological contributions proposed in this book pay special attention to the combined use of SA and other methods for longitudinal data such as event history analysis, Markov modelling, and sequence network. The methodological contributions in this book include among others original propositions for measuring the precarity of work trajectories, Markov-based methods for clustering sequences, fuzzy and monothetic clustering of sequences, network-based SA, joint use of SA and hidden Markov models, and of SA and survival models. The applications cover the comparison of gendered occupational trajectories in Germany, the study of the changes in women market participation in Denmark, the study of typical day of dual-earner couples in Italy, of mobility patterns in Togo, of internet addiction in Switzerland, and of the quality of employment career after a first unemployment spell. As such this book provides a wealth of information for social scientists interested in quantitative life course analysis, and all those working in sociology, demography, economics, health, psychology, social policy, and statistics. ; Provides new perspectives and methods for sequence analysis Focusses on the link between sequence analysis and other methods for longitudinal data, especially event history analysis and Markov models Stresses the complementarity of sequence analysis and other models for longitudinal data Applications of sequence analysis in a whole range of different domains
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Keywords
- Economics
- Economics, finance, business & management
- Life cycle, Human
- Political Economy
- Population
- Social research & statistics
- Social sciences
- Society & Social Sciences
- Sociology
- Sociology & anthropology
- Statistics
- thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology
- thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology::JHBC Social research and statistics
- thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCP Political economy
Links
DOI: 10.1007/978-3-319-95420-2Editions