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Summer
Institute
on Longitudinal Research
August 14-16, 2006
Linda M. Collins, Ph.D., Pennsylvania State
University
Presentation:
Analysis of Longitudinal Data: The Integration
of Theoretical Model, Temporal Design, and Statistical Model
Selected references:
Collins, L. M. (2006). Analysis
of longitudinal data: The integration of theoretical model, temporal
design and statistical model. Annual Review of Psychology,
57, 505-528.
Lanza, S. T., Collins, L. M., Schafer, J. L., & Flaherty,
B. P. (2005). Using
data augmentation to obtain standard errors and conduct hypothesis
tests in latent class and latent transition analysis. Psychological
Methods, 10, 84-100.
Collins, L. M., & Graham, J. W. (2002). The
effect of the timing and temporal spacing of observations in
longitudinal studies of tobacco and other drug use: Temporal
design considerations. Drug and Alcohol Dependence, 68, S85-S96.
Collins, L. M., & Sayer, A. G. (Eds.). (2001). New Methods
for the Analysis of Change. Washington, D.C.: American Psychological
Association.
Walls, T. A., & Schafer, J. L. (2006). Models for Intensive
Longitudinal Data. New York, NY: Oxford.
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