Bengt Muthen - Publications

Affiliations: 
University of California, Los Angeles, Los Angeles, CA 
Area:
Statistics, Experimental Psychology, Tests and Measurements Education

67 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Muthén B, Asparouhov T. Latent transition analysis with random intercepts (RI-LTA). Psychological Methods. 27: 1-16. PMID 35238596 DOI: 10.1037/met0000370  0.358
2020 Asparouhov T, Muthén B. Advances in Bayesian model fit evaluation for structural equation models Structural Equation Modeling. 1-14. DOI: 10.1080/10705511.2020.1764360  0.403
2020 Asparouhov T, Muthén B. Bayesian estimation of single and multilevel models with latent variable interactions Structural Equation Modeling. 1-15. DOI: 10.1080/10705511.2020.1761808  0.434
2019 Hamaker EL, Muthén B. The fixed versus random effects debate and how it relates to centering in multilevel modeling. Psychological Methods. PMID 31613118 DOI: 10.1037/Met0000239  0.491
2019 Asparouhov T, Muthén B. Comparison of Models for the Analysis of Intensive Longitudinal Data Structural Equation Modeling: a Multidisciplinary Journal. 27: 275-297. DOI: 10.1080/10705511.2019.1626733  0.409
2018 Hamaker EL, Asparouhov T, Brose A, Schmiedek F, Muthén B. At the Frontiers of Modeling Intensive Longitudinal Data: Dynamic Structural Equation Models for the Affective Measurements from the COGITO Study. Multivariate Behavioral Research. 53: 820-841. PMID 29624092 DOI: 10.1080/00273171.2018.1446819  0.45
2018 Asparouhov T, Muthén B. Nesting and Equivalence Testing for Structural Equation Models Structural Equation Modeling: a Multidisciplinary Journal. 26: 302-309. DOI: 10.1080/10705511.2018.1513795  0.499
2018 Asparouhov T, Muthén B. Latent Variable Centering of Predictors and Mediators in Multilevel and Time-Series Models Structural Equation Modeling: a Multidisciplinary Journal. 26: 119-142. DOI: 10.1080/10705511.2018.1511375  0.415
2017 Marsh HW, Guo J, Parker PD, Nagengast B, Asparouhov T, Muthén B, Dicke T. What to do When Scalar Invariance Fails: The Extended Alignment Method for Multi-Group Factor Analysis Comparison of Latent Means Across Many Groups. Psychological Methods. PMID 28080078 DOI: 10.1037/Met0000113  0.464
2017 Muthén B, Asparouhov T. Recent Methods for the Study of Measurement Invariance With Many Groups Sociological Methods & Research. 47: 637-664. DOI: 10.1177/0049124117701488  0.332
2017 Asparouhov T, Hamaker EL, Muthén B. Dynamic Structural Equation Models Structural Equation Modeling: a Multidisciplinary Journal. 25: 359-388. DOI: 10.1080/10705511.2017.1406803  0.469
2017 Schultzberg M, Muthén B. Number of Subjects and Time Points Needed for Multilevel Time-Series Analysis: A Simulation Study of Dynamic Structural Equation Modeling Structural Equation Modeling: a Multidisciplinary Journal. 25: 495-515. DOI: 10.1080/10705511.2017.1392862  0.404
2016 Asparouhov T, Hamaker EL, Muthén B. Dynamic Latent Class Analysis Structural Equation Modeling: a Multidisciplinary Journal. 24: 257-269. DOI: 10.1080/10705511.2016.1253479  0.51
2015 Muthén B, Asparouhov T. Growth mixture modeling with non-normal distributions. Statistics in Medicine. 34: 1041-58. PMID 25504555 DOI: 10.1002/Sim.6388  0.417
2015 Asparouhov T, Muthén B, Morin AJS. Bayesian Structural Equation Modeling With Cross-Loadings and Residual Covariances: Comments on Stromeyer et al. Journal of Management. 41: 1561-1577. DOI: 10.1177/0149206315591075  0.409
2015 Asparouhov T, Muthén B. Structural Equation Models and Mixture Models With Continuous Nonnormal Skewed Distributions Structural Equation Modeling: a Multidisciplinary Journal. 23: 1-19. DOI: 10.1080/10705511.2014.947375  0.416
2014 Muthén B, Asparouhov T. IRT studies of many groups: the alignment method. Frontiers in Psychology. 5: 978. PMID 25309470 DOI: 10.3389/Fpsyg.2014.00978  0.359
2014 Asparouhov T, Muthén B. Residual Associations in Latent Class and Latent Transition Analysis Structural Equation Modeling: a Multidisciplinary Journal. 22: 169-177. DOI: 10.1080/10705511.2014.935844  0.479
2014 Muthén B, Asparouhov T. Causal Effects in Mediation Modeling: An Introduction With Applications to Latent Variables Structural Equation Modeling: a Multidisciplinary Journal. 22: 12-23. DOI: 10.1080/10705511.2014.935843  0.454
2014 Asparouhov T, Muthén B. Multiple-Group Factor Analysis Alignment Structural Equation Modeling: a Multidisciplinary Journal. 21: 495-508. DOI: 10.1080/10705511.2014.919210  0.407
2014 Asparouhov T, Muthén B. Auxiliary Variables in Mixture Modeling: Three-Step Approaches Using Mplus Structural Equation Modeling: a Multidisciplinary Journal. 21: 329-341. DOI: 10.1080/10705511.2014.915181  0.46
2013 Clark SL, Muthén B, Kaprio J, D'Onofrio BM, Viken R, Rose RJ. Models and Strategies for Factor Mixture Analysis: An Example Concerning the Structure Underlying Psychological Disorders. Structural Equation Modeling : a Multidisciplinary Journal. 20. PMID 24302849 DOI: 10.1080/10705511.2013.824786  0.642
2013 van de Schoot R, Kluytmans A, Tummers L, Lugtig P, Hox J, Muthén B. Facing off with Scylla and Charybdis: a comparison of scalar, partial, and the novel possibility of approximate measurement invariance. Frontiers in Psychology. 4: 770. PMID 24167495 DOI: 10.3389/Fpsyg.2013.00770  0.447
2012 Sobel ME, Muthén B. Compliance mixture modelling with a zero-effect complier class and missing data. Biometrics. 68: 1037-45. PMID 22985224 DOI: 10.1111/J.1541-0420.2012.01791.X  0.388
2012 Muthén B, Asparouhov T. Bayesian structural equation modeling: a more flexible representation of substantive theory. Psychological Methods. 17: 313-35. PMID 22962886 DOI: 10.1037/A0026802  0.508
2011 Muthén B, Asparouhov T, Hunter AM, Leuchter AF. Growth modeling with nonignorable dropout: alternative analyses of the STAR*D antidepressant trial. Psychological Methods. 16: 17-33. PMID 21381817 DOI: 10.1037/A0022634  0.472
2010 Henry KL, Muthén B. Multilevel Latent Class Analysis: An Application of Adolescent Smoking Typologies with Individual and Contextual Predictors. Structural Equation Modeling : a Multidisciplinary Journal. 17: 193-215. PMID 21057651 DOI: 10.1080/10705511003659342  0.395
2010 Marsh HW, Lüdtke O, Muthén B, Asparouhov T, Morin AJ, Trautwein U, Nagengast B. A new look at the big five factor structure through exploratory structural equation modeling. Psychological Assessment. 22: 471-91. PMID 20822261 DOI: 10.1037/A0019227  0.388
2009 Marsh HW, Lüdtke O, Robitzsch A, Trautwein U, Asparouhov T, Muthén B, Nagengast B. Doubly-Latent Models of School Contextual Effects: Integrating Multilevel and Structural Equation Approaches to Control Measurement and Sampling Error. Multivariate Behavioral Research. 44: 764-802. PMID 26801796 DOI: 10.1080/00273170903333665  0.372
2009 Kim Y, Muthén BO. Two-Part Factor Mixture Modeling: Application to an Aggressive Behavior Measurement Instrument. Structural Equation Modeling : a Multidisciplinary Journal. 16: 602-624. PMID 20717486 DOI: 10.1080/10705510903203516  0.4
2009 Muthén B, Brown HC. Estimating drug effects in the presence of placebo response: causal inference using growth mixture modeling. Statistics in Medicine. 28: 3363-85. PMID 19731223 DOI: 10.1002/Sim.3721  0.347
2009 Muthén B, Asparouhov T. Multilevel regression mixture analysis Journal of the Royal Statistical Society: Series a (Statistics in Society). 172: 639-657. DOI: 10.1111/J.1467-985X.2009.00589.X  0.412
2009 Marsh HW, Muthén B, Asparouhov T, Lüdtke O, Robitzsch A, Morin AJS, Trautwein U. Exploratory Structural Equation Modeling, Integrating CFA and EFA: Application to Students' Evaluations of University Teaching Structural Equation Modeling: a Multidisciplinary Journal. 16: 439-476. DOI: 10.1080/10705510903008220  0.44
2009 Asparouhov T, Muthén B. Exploratory Structural Equation Modeling Structural Equation Modeling: a Multidisciplinary Journal. 16: 397-438. DOI: 10.1080/10705510903008204  0.411
2008 Lüdtke O, Marsh HW, Robitzsch A, Trautwein U, Asparouhov T, Muthén B. The multilevel latent covariate model: a new, more reliable approach to group-level effects in contextual studies. Psychological Methods. 13: 203-29. PMID 18778152 DOI: 10.1037/A0012869  0.379
2007 Kreuter F, Muthén B. Analyzing Criminal Trajectory Profiles: Bridging Multilevel and Group-based Approaches Using Growth Mixture Modeling Journal of Quantitative Criminology. 24: 1-31. DOI: 10.1007/S10940-007-9036-0  0.389
2006 Muthén B. Should substance use disorders be considered as categorical or dimensional? Addiction (Abingdon, England). 101: 6-16. PMID 16930156 DOI: 10.1111/J.1360-0443.2006.01583.X  0.45
2006 Muthén B, Asparouhov T, Rebollo I. Advances in behavioral genetics modeling using Mplus: applications of factor mixture modeling to twin data. Twin Research and Human Genetics : the Official Journal of the International Society For Twin Studies. 9: 313-24. PMID 16790142 DOI: 10.1375/183242706777591317  0.467
2006 Muthen B, Asparouhov T. Item response mixture modeling: application to tobacco dependence criteria. Addictive Behaviors. 31: 1050-66. PMID 16675147 DOI: 10.1016/J.Addbeh.2006.03.026  0.489
2006 Muthén B. The potential of growth mixture modelling Infant and Child Development. 15: 623-625. DOI: 10.1002/Icd.482  0.506
2005 Lubke GH, Muthén B. Investigating population heterogeneity with factor mixture models. Psychological Methods. 10: 21-39. PMID 15810867 DOI: 10.1037/1082-989X.10.1.21  0.414
2005 Muthén B, Masyn K. Discrete-Time Survival Mixture Analysis Journal of Educational and Behavioral Statistics. 30: 27-58. DOI: 10.3102/10769986030001027  0.639
2003 Muthén B. Statistical and substantive checking in growth mixture modeling: comment on Bauer and Curran (2003). Psychological Methods. 8: 369-77; discussion 3. PMID 14596497 DOI: 10.1037/1082-989X.8.3.369  0.459
2002 Muthén B, Brown CH, Masyn K, Jo B, Khoo ST, Yang CC, Wang CP, Kellam SG, Carlin JB, Liao J. General growth mixture modeling for randomized preventive interventions. Biostatistics (Oxford, England). 3: 459-75. PMID 12933592 DOI: 10.1093/Biostatistics/3.4.459  0.638
2002 Muthén BO. Beyond SEM: General Latent Variable Modeling Behaviormetrika. 29: 81-117. DOI: 10.2333/BHMK.29.81  0.345
2000 Muthen B, Muthen LK. Integrating Person-Centered and Variable-Centered Analyses: Growth Mixture Modeling With Latent Trajectory Classes Alcoholism: Clinical and Experimental Research. 24: 882-891. DOI: 10.1111/J.1530-0277.2000.Tb02070.X  0.493
1999 Muthén B, Shedden K. Finite mixture modeling with mixture outcomes using the EM algorithm. Biometrics. 55: 463-9. PMID 11318201 DOI: 10.1111/J.0006-341X.1999.00463.X  0.469
1998 Muthen BO, Khoo S. Longitudinal studies of achievement growth using latent variable modeling Learning and Individual Differences. 10: 73-101. DOI: 10.1016/S1041-6080(99)80135-6  0.321
1997 Duncan TE, Duncan SC, Alpert A, Hops H, Stoolmiller M, Muthen B. Latent Variable Modeling of Longitudinal and Multilevel Substance Use Data. Multivariate Behavioral Research. 32: 275-318. PMID 26761612 DOI: 10.1207/S15327906Mbr3203_3  0.377
1997 Muthén B. 10. Latent Variable Modeling of Longitudinal and Multilevel Data Sociological Methodology. 27: 453-480. DOI: 10.1111/1467-9531.271034  0.484
1997 Muthén BO, Curran PJ. General Longitudinal Modeling of Individual Differences in Experimental Designs: A Latent Variable Framework for Analysis and Power Estimation Psychological Methods. 2: 371-402. DOI: 10.1037/1082-989X.2.4.371  0.56
1995 Muthen BO, Satorra A. Complex Sample Data in Structural Equation Modeling Sociological Methodology. 25: 267. DOI: 10.2307/271070  0.387
1995 Muthén BO, Satorra A. Technical aspects of Muthén's liscomp approach to estimation of latent variable relations with a comprehensive measurement model Psychometrika. 60: 489-503. DOI: 10.1007/BF02294325  0.301
1992 Muthen B, Kaplan D. A comparison of some methodologies for the factor analysis of non-normal Likert variables: A note on the size of the model British Journal of Mathematical and Statistical Psychology. 45: 19-30. DOI: 10.1111/j.2044-8317.1992.tb00975.x  0.323
1990 Muthén B. Moments of the censored and truncated bivariate normal distribution British Journal of Mathematical and Statistical Psychology. 43: 131-143. DOI: 10.1111/J.2044-8317.1990.Tb00930.X  0.317
1989 Byrne BM, Shavelson RJ, Muthén B. Testing for the equivalence of factor covariance and mean structures: The issue of partial measurement invariance. Psychological Bulletin. 105: 456-466. DOI: 10.1037/0033-2909.105.3.456  0.411
1987 Muthén B, Kaplan D, Hollis M. On structural equation modeling with data that are not missing completely at random Psychometrika. 52: 431-462. DOI: 10.1007/Bf02294365  0.452
1986 Muthén B, Speckart G. Latent variable probit ANCOVA: treatment effects in the California Civil Addict Programme. The British Journal of Mathematical and Statistical Psychology. 161-70. PMID 4074657 DOI: 10.1111/J.2044-8317.1985.Tb00831.X  0.425
1985 Muthén B, Lehman J. Multiple Group IRT Modeling: Applications to Item Bias Analysis Journal of Educational Statistics. 10: 133-142. DOI: 10.3102/10769986010002133  0.38
1985 Muthén B. A Method for Studying the Homogeneity of Test Items with Respect to Other Relevant Variables Journal of Educational Statistics. 10: 121-132. DOI: 10.3102/10769986010002121  0.404
1985 Muthén B, Kaplan D. A comparison of some methodologies for the factor analysis of non-normal Likert variables British Journal of Mathematical and Statistical Psychology. 38: 171-189. DOI: 10.1111/J.2044-8317.1985.Tb00832.X  0.35
1984 Muthén B. A general structural equation model with dichotomous, ordered categorical, and continuous latent variable indicators Psychometrika. 49: 115-132. DOI: 10.1007/Bf02294210  0.492
1983 Muthén B, Speckart G. Categorizing Skewed, Limited Dependent Variables Evaluation Review. 7: 257-269. DOI: 10.1177/0193841X8300700207  0.4
1983 Muthen B, Jöreskog KG. Selectivity problems in Quasi-Experimental studies Evaluation Review. 7: 139-174. DOI: 10.1177/0193841X8300700201  0.376
1983 Muthén B. Latent variable structural equation modeling with categorical data Journal of Econometrics. 22: 43-65. DOI: 10.1016/0304-4076(83)90093-3  0.472
1979 Muthén B. A Structural Probit Model with Latent Variables Journal of the American Statistical Association. 74: 807-811. DOI: 10.1080/01621459.1979.10481034  0.322
1977 Wheaton B, Muthen B, Alwin DF, Summers GF. Assessing Reliability and Stability in Panel Models Sociological Methodology. 8: 84. DOI: 10.2307/270754  0.322
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