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Papers on Multilevel Modeling

• See also Statistics Papers for Download or Loan for papers on other topics
• Papers by Judith Singer , including
  • Using SAS PROC MIXED to fit multilevel models, hierarchical models and individual growth models 
• Special Issue of Multivariate Behavioral Research on Multilevel Modeling, including
• Papers by Harvey Goldstein
• Papers by William J. Browne
• Papers by Joop Hox
• Papers by Jon Rasbash
• Papers by Tom Snijders
• Visualising Multilevel Models: The initial analysis of data by John F. Bell
• Multilevel Modeling in Health Sciences
  • Tutorial in Biostatistics: An Introduction to Hierarchical Linear Modeling by Lisa M. Sullivan, Kimberly A. Dukes, and Elena Losina from Statistics in Medicine, 1999, Volume 18, pages 855–888. (with data in SAS)
  • Multilevel Analysis in Public Health Research by Ana V. Diez-Roux from Annual Reviews of Public Health, 2000, Volume 21, pages 171-192.
  • A Multilevel Modelling Approach to Analysis of Patient Costs under Managed Care by Kathleen Cary from  Health Economics, 2000, Volume 9, pages 435-446.
  • Multilevel Models and Heath Economics by Nigel Rice and Andrew Jones from Health Economics, 1997, Volume 6, Pages 561-575
  • Drinking patterns within households: the estimation and interpretation of individual and group variables by Rice, N., Sutton, M.A. from. Health Economics, 1998; 7: 689-699.
  • The Influence of the Household on Drinking Behaviour: A Multilevel Analysis.by Rice, N. Carr-Hill, RA. Dixon, P. Sutton, M. from Social Science and Medicine, 1998; 46: 971-979.
• Other
  • A Multilevel Analysis of Neighborhood Context and Youth Alcohol and Drug Problems. Prevention Science, 3, 125-134. by Duncan, S.C., Duncan, T.E., & Strycker, L.A. (2002).
  • A multilevel contextual model of family conflict and deviance. Journal of Psychopathology and Behavioral Assessment, Vol 24 No 3, pp. 169-175, by Duncan, S.C., Strycker, L.A., Duncan, T.E., & Okut, H. (2002).
  • A First Look at Multilevel Models by Qing Shao and Ernest Kwan May, Institute for Social Research, Statistical Consulting Service, York University.
  • Multilevel Modeling for Binary Data by Guang Guo and Hongxin Zhao from Annual. Reviews of Sociology, 2000, Volume 26, pages 441-462
  • Centering Decisions in Hierarchical Linear Models: Implications for Research in Organizations
  • Modelling Clustered Data in Autobiographical Memory Research: The Multilevel Approach  bu Daniel Wright from Applied Cognitive Psychology, 1998, 339-357.
  • An Application of Multilevel Model Prediction to NELS:88 by David Afshartous and Jan de Leeuw from UCLA Preprint Server 
  • Latent Variable Modeling of Longitudinal and Multilevel Data by Bengt Muthén (JSTOR, available for UC)
  • A comparison of generalized linear mixed model procedures with estimating equations for variance and covariance parameter estimation in longitudinal studies and group randomized trials by  Evans, Feng & Peterson, from Statistics in Medicine, 2001; 20:3353–3373 and see Letter to the Editor and the reply by the authors.
  • Neighborhood Structure, Parenting Processes, and the Development of Youths' Externalizing Behaviors: A Multilevel Analysis. American Journal of Community Psychology 31(1): 35-53; Mar 2003 by Jennifer M. Beyers; John E. Bates; Gregory S. Pettit; Kenneth A. Dodge
  • The Use of Score Tests for Inference on Variance Components by Verbeke and Molenberghs, Biometrics, 2003, Vol. 59, 254-262