Longitudinal data analysis : a practical guide for researchers in aging, health, and social sciences /
Newsom, Jason T.
Jones, Richard N.
Hofer, Scott M.
New York ; London : Routledge,
c2012.
Includes bibliographical references and indexes.
Existing longitudinal data sets for the study of health and social aspects of aging / Nathalie Huguet, Shayna D. Cunningham, and Jason T. Newsom -- Weighting and complex sampling design adjustments in longitudinal studies / Shayna D. Cunningham and Nathalie Huguet -- Missing data and attrition / Du Feng, Zhen Cong, and Merrill Silverstein -- Measurement issues in the analysis of within-person change / Daniel E. Bontempo, Frederick M.E. Grouze, and Scott M. Hofer -- Basic longitudinal analysis approaches for continuous and categorical variables / Jason T. Newsom -- Mediation analysis with longitudinal data / David L. Roth and David P. MacKinnon -- Growth models with multilevel regression / Benjamin A. Shaw and Jersey Liang -- Structural equation modeling approaches to longitudinal data / Michael J. Rovine and Siwei Liu -- Latent growth curve models / Richard N. Jones -- Dynamic structural equation models of change / Archana Jajodia -- Using discrete-time survival analysis to study event occurrence / Suzanne E. Graham, John B. Willett, and Judith D. Singer.
Social sciences
Social sciences
Longitudinal method.
Aging
Health