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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.
9) Muthén, B. (1983). Latent variable structural equation modeling with categorical data. Journal of Econometrics, 22, 48-65. [Available as PDF]
33) Muthén, B. (1991). Analysis of longitudinal data using latent variable models with varying parameters. In L. Collins, & J. Horn (Eds.), Best Methods for the Analysis of Change. Recent Advances, Unanswered Questions, Future Directions (pp. 1-17). Washington DC: American Psychological Association. [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.
64) Muthén, B. (1996). Growth modeling with binary responses. In A. V. Eye, & C. Clogg (Eds.), Categorical Variables in Developmental Research: Methods of Analysis (pp. 37-54). San Diego, CA: Academic Press. [Available as PDF]
65) Duncan, T.E., Duncan, S.C. , Alpert, A., Hops, H., Stoolmiller, M., & Muthén, B. (1997). Latent variable modeling of longitudinal and multilevel substance use data. Multivariate Behavioral Research, 32 (3), 275-318. [Available as PDF]
68) Curran, P., Harford, T.C., & Muthén, B. (1996). The relation between heavy alcohol use and bar patronage: a latent growth model. Journal of Studies on Alcohol, 57, 410-418. [Available as PDF]
71) Muthén, B. & Curran, P. (1997). General longitudinal modeling of individual differences in experimental designs: a latent variable framework for analysis and power estimation. Psychological Methods, 2, 371-402. [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]
78a) Curran, P.J., & Muthén, B. (1999). The application of latent curve analysis to testing developmental theories in intervention research. American Journal of Community Psychology, 27, 567-595. [Available as PDF]
79) Khoo, S.T. & Muthén, B. (2000). Longitudinal data on families: Growth modeling alternatives. Multivariate Applications in Substance use Research, J. Rose, L. Chassin, C. Presson & J. Sherman (eds.), Hillsdale, N.J.: Erlbaum, pp. 43-78. [Available as PDF]
80) Muthén, B. & Khoo, S.T. (1998). Longitudinal studies of achievement growth using latent variable modeling. Learning and Individual Differences, Special issue: latent growth curve analysis, 10, 73-101. [Available as PDF]
81) Muthén, B. (2000). Methodological issues in random coefficient growth modeling using a latent variable framework: Applications to the development of heavy drinking. Multivariate Applications in Substance use Research, J. Rose, L. Chassin, C. Presson & J. Sherman (eds.), Hillsdale, N.J.: Erlbaum, pp. 113-140. [Available as PDF]
82) Muthén, B. (2001). Second-generation structural equation modeling with a combination of categorical and continuous latent variables: New opportunities for latent class/latent growth modeling. In Collins, L.M. & Sayer, A. (Eds.), New Methods for the Analysis of Change (pp. 291-322). Washington, D.C.: APA. [Available as PDF]
83) Muthén, B. & Muthén, L. (2000). The development of heavy drinking and alcohol-related problems from ages 18 to 37 in a U.S. national sample. Journal of Studies on Alcohol, 61, 290-300. [Available as PDF]
84) Curran, P.J., Muthén, B., & Harford, T.C. (1998). The influence of changes in marital status on developmental trajectories of alcohol use in young adults. Journal of Studies on Alcohol, 59, 647-658.
85) Muthén, B. & Muthén,
L. (2000). Integrating person-centered and variable-centered analysis:
growth mixture modeling with latent trajectory classes. Alcoholism: Clinical
and Experimental Research, 24, 882-891. [Available
as PDF]
92) Muthén, B. & Masyn, K. (2004). Discrete-time survival mixture analysis. Journal of Educational and Behavioral Statistics, 30(1), 27-58 . [Click link to download PDF]
94) Muthén, B. (2001). Two-part growth mixture modeling. [Available as PDF]
95) Muthén, B. (2002). Beyond SEM: General latent variable modeling. Behaviormetrika, 29, 81-117. [Available as PDF]
97) Muthén, B. (2002). Statistical and substantive checking In growth mixture modeling. [Available as PDF]
98) Muthén, B., Jo, B. & Brown, C. H. (2002). Assessment of treatment effects using latent variable modeling: Comments on the New York school choice study. [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 (pp.345-368). Newbury Park, CA:
Sage Publications. [Available
as PDF]
105) Nylund, K., Asparouhov, T. and Muthén, B. (2007). Deciding on the number of classes in latent class analysis: A Monte Carlo simulation study. Structural Equation Modeling, 14, 535-569. [Available as PDF]
106) Kreuter, F. & Muthen. B (2008). Analyzing criminal trajectory profiles: Bridging multilevel and group-based approaches using growth mixture modeling. Journal of Quantitative Criminology, 24, 1-31. [Available as PDF]
119) Boomsma, D., Cacioppo, J., Muthén, B., Asparouhov, T. & Clark, S. (2007). Longitudinal genetic analysis for loneliness in Dutch twins. Twin Research and Human Genetics, 10, 267-273. [Available as PDF]