Longitudinal data analysis a practical guide for researchers in aging, health, and social sciences
"This book provides accessible treatment to state-of-the-art approaches to analyzing longitudinal studies. Comprehensive coverage of the most popular analysis tools allows readers to pick and choose the techniques that best fit their research. The analyses are illustrated with examples from 12...
| Otros Autores: | , , |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
New York :
Routledge
c2012.
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| Edición: | 1st edition |
| Colección: | Multivariate applications book series.
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009627778106719 |
Tabla de Contenidos:
- 1. Existing longitudinal data sets for the study of health and social aspects of aging / Nathalie Huguet, Shayna D. Cunningham, and Jason T. Newsom
- 2. Weighting and complex sampling design adjustments in longitudinal studies / Shayna D. Cunningham and Nathalie Huguet
- 3. Missing data and attrition / Du Feng, Zhen Cong, and Merril Silverstein
- 4. Measurement issues in the analysis of within-person change / Daniel E. Bontempo, Frederick M.E. Grouzet, and Scott M. Hofer
- 5. Basic longitudinal analysis approaches for continuous and categorical variables / Jason T. Newsom
- 6. Mediation analysis with longitudinal data / David L. Roth and David P. MacKinnon
- 7. Growth models with multilevel regression / Benjamin A. Shaw and Jersey Liang
- 8. Structural equation modeling approaches to longitudinal data / Michael J. Rovine and Siwei Liu
- 9. Latent growth curve models / Richard N. Jones
- 10. Dynamic structural equation models of change / Archana Jajodia
- 11. Using discrete-time survival analysis to study event occurence / Suzanne E. Graham, John B. Willett, and Judith D. Singer.
