Using Applied Multilevel Modeling for MCH EPI Data Analysis

Educational and Behavioral Statistics and is a Consulting Editor for Statistics for Bipolar
Disorders. He has also been the PI, co-PI, or co-I on over a dozen NIH or CDC research grants.
Samples of Background Reading Material
Hedeker, D., Gibbons, R. D., & Flay, B. R. (1994). Random-effects regression models for
clustered data: with an example from smoking prevention research. Journal of Consulting and
Clinical Psychology, 62, 757-765.
Hedeker, D., McMahon, S. D., Jason, L. A., & Salina, D. (1994). Analysis of clustered data in
community psychology: with an example from a worksite smoking cessation project. American
Journal of Community Psychology, 22, 595-615.
Hedeker, D. & Gibbons, R. D. (1997). Application of random-effects pattern-mixture models for
missing data in longitudinal studies. Psychological Methods, 2, 64-78.
Hedeker, D. (2004). An introduction to growth modeling. In D. Kaplan (Ed.), the Sage
Handbook of Quantitative Methodology for the Social Sciences (pp. 215-234). Sage
Publications, Thousand Oaks, CA.
Hedeker, D. (2005). Generalized linear mixed models. In B. Everett & D. Howell (Eds.),
Encyclopedia of Statistics in Behavioral Science. Wiley, New York.
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