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Summer Institute on Longitudinal Research &
National Drug Abuse Treatment Clinical Trials
Network (CTN) Dissemination Conference
August 9-11, 2010
Clinical Trials Network
Robert Weiss, Ph.D., UCLA School of Public Health
PRESENTATION/HANDOUTS:
“An Introduction to Modeling Longitudinal Data”
SELECTED REFERENCES: Fitzmaurice, G.M., Laird, N.M., & Ware, J. H. (2004). Applied Longitudinal Analysis. Wiley.
Singer, J.D. (1998). Using SAS PROC MIXED to fit multilevel models, hierarchical models, and individual growth models. Journal of Educational and Behavioral Statistics, 23(4), 323-355.
Weiss, R.E. (2005). Modeling Longitudinal Data. Springer.
Ware, J.H., (1985). Linear Models for the Analysis of Longitudinal Studies. The American Statistician, 39, 95-101.
Verbeke, G. & Molenberghs, G. (2001). Linear Mixed Models for Longitudinal Data. Springer.
Molenberghs, G. & Verbeke, G. (2005). Models for Discrete Longitudinal Data. Springer.
Gelman, A. & Hill, J. (2006). Data Analysis Using Regression and Multilevel/Hierarchical Models (Paperback). Cambridge University Press.
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