Most papers can be downloaded by clicking on the links below.  To request a paper without a PDF version, please email bmuthen@ucla.edu and refer to the paper number.


24) Muthén, B. (1989). Latent variable modeling in heterogeneous populations. Presidential address to the
Psychometric Society, July, 1989. Psychometrika, 54, 557-585. [Available as PDF]

25) Muthén, B., & Satorra, A. (1989). Multilevel aspects of varying parameters in structural models. Invited paper for the conference, "Multilevel Analysis of Educational Data," Princeton, NJ, April 1987. In D. R. Bock (Ed.), Multilevel Analysis of Educational Data (pp. 87-99). San Diego, CA: Academic Press.

32) Muthén, B. (1990). Mean and covariance structure analysis of hierarchical data. Paper presented at the Psychometric Society meeting in Princeton, NJ, June 1990. UCLA Statistics Series 62. [Available as PDF]

37) Muthén, B. (1991). Multilevel factor analysis of class and student achievement components. Journal of Educational Measurement, 28, Winter 1991, 338-354. [Available as PDF]

41) Longford, N. T., & Muthén, B. (1992). Factor analysis for clustered observations. Psychometrika, 57, 581-597. [Available as PDF]

47) Muthén, B. (1993). Latent variable modeling of growth with missing data and multilevel data. In C. M. Cuadras, & C. R. Rao (Eds.), Multivariate Analysis: Future Directions 2 (pp. 199-210). Amsterdam: North Holland.

53) Harnqvist, K., Gustafsson, J. E., Muthén, B., & Nelson, G. (1994). Hierarchical models of ability at class and individual levels. Intelligence, 18, 165-187. [Available as PDF]

55) Muthén, B. (1994). Multilevel covariance structure analysis. In J. Hox, & I. Kreft (Eds.), Multilevel Modeling, a special issue of Sociological Methods & Research, 22, 376-398. [Available as PDF]

59) Muthén, B., & Satorra, A. (1995). Complex sample data in structural equation modeling. In P.V. Marsden (Ed.), Sociological Methodology (pp. 267-316). Washington, DC: American Sociological Association. [Available as PDF]

72) Muthén, B. (1997). Latent variable growth modeling with multilevel data. In M. Berkane (Ed.), Latent Variable Modeling with Applications to Causality (pp. 149-161). New York: Springer Verlag. [Available as PDF]

73) Muthén, B. (1997). Latent variable modeling with longitudinal and multilevel data. In A. Raftery (ed.), Sociological Methodology 1997 (pp. 453-480). Boston: Blackwell Publishers. [Available as PDF]

74) Muthen, B., Khoo, S.T. & Gustafsson, J.E. (1997). Multilevel latent variable modeling in multiple populations. Under review Sociological Methods & Research. [Available as PDF]

99) Muthen, B. (2004). Latent variable analysis: Growth mixture modeling and related techniques for longitudinal data. In D. Kaplan (ed.), Handbook of quantitative methodology for the social sciences. Newbury Park, CA: Sage Publications, in press. [Available as PDF]

112) Lüdtke, O., Marsh, H.W., Robitzsch, A., Trautwein, U., Asparouhov, T., & Muthén, B. (2008). The multilevel latent covariate model: A new, more reliable approach to group-level effects in contextual studies.  Psychological Methods, 13, 203-229. [Available as PDF]

117) Jo, B., Asparouhov, T., Muthén, B., Ialongo, N. & Brown, H. (2007). Cluster randomized trials with treatment noncompliance. Accepted for publication in Psychological Methods. [Available as PDF]

118) Jo, B., Asparouhov, T. & Muthén, B. (2007). Intention-to-treat analysis in cluster randomized trials with noncompliance. Forthcoming in Statistics in Medicine. [Available as PDF]

120) Asparouhov, T. & Muthén, B. (2007). Computationally efficient estimation of multilevel high-dimensional latent variable models. Proceedings of the 2007 JSM meeting in Salt Lake City, Utah, Section on Statistics in Epidemiology. [Available as PDF]

126) Asparouhov, T. & Muthen, B. (2008). Multilevel mixture models. In Hancock, G. R., & Samuelsen, K. M. (Eds.), Advances in latent variable mixture models, pp. 27-51. Charlotte, NC: Information Age Publishing, Inc. [Available as PDF]

129) Muthén, B. & Asparouhov, T. (2009). Multilevel regression mixture analysis. Journal of the Royal Statistical Society, Series A, 172, 639-657. [Available as PDF]

 

 

 

 
   
   
  Copyright © 2004  Bengt O. Muthén