Growth Mixture Modeling

[1]  M. Seltzer,et al.  Modeling Heterogeneity in Relationships Between Initial Status and Rates of Change: Treating Latent Variable Regression Coefficients as Random Coefficients in a Three-Level Hierarchical Model , 2010 .

[2]  Michael R Elliott,et al.  Longitudinal Nested Compliance Class Model in the Presence of Time-Varying Noncompliance , 2008 .

[3]  Frauke Kreuter,et al.  Analyzing Criminal Trajectory Profiles: Bridging Multilevel and Group-based Approaches Using Growth Mixture Modeling , 2008 .

[4]  B. Muthén,et al.  Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study , 2007 .

[5]  D. Nagin,et al.  Finite Sample Effects in Group-Based Trajectory Models , 2006 .

[6]  Robert J. Sampson,et al.  SEDUCTIONS OF METHOD: REJOINDER TO NAGIN AND TREMBLAY'S "DEVELOPMENTAL TRAJECTORY GROUPS: FACT OR FICTION?" , 2005 .

[7]  R. D. Bock,et al.  High-dimensional maximum marginal likelihood item factor analysis by adaptive quadrature , 2005 .

[8]  Karen Bandeen-Roche,et al.  Residual Diagnostics for Growth Mixture Models , 2005 .

[9]  Bengt Muthén,et al.  Discrete-Time Survival Mixture Analysis , 2005 .

[10]  D. Nagin Group-based modeling of development , 2005 .

[11]  Bengt Muthén,et al.  Latent Variable Analysis: Growth Mixture Modeling and Related Techniques for Longitudinal Data , 2004 .

[12]  C. Dowrick,et al.  Estimating psychological treatment effects from a randomised controlled trial with both non-compliance and loss to follow-up , 2003, British Journal of Psychiatry.

[13]  Daniel J Bauer,et al.  Distributional assumptions of growth mixture models: implications for overextraction of latent trajectory classes. , 2003, Psychological methods.

[14]  Donald B. Rubin,et al.  Principal Stratification Approach to Broken Randomized Experiments , 2003 .

[15]  Peter B. Jones,et al.  Developmental typology of trajectories to nighttime bladder control: epidemiologic application of longitudinal latent class analysis. , 2003, American journal of epidemiology.

[16]  K. Land,et al.  Sex Differences in Age Patterns of Delinquent/Criminal Careers: Results from Poisson Latent Class Analyses of the Philadelphia Cohort Study , 2002 .

[17]  Booil Jo,et al.  Estimation of Intervention Effects with Noncompliance: Alternative Model Specifications , 2002 .

[18]  C. McCulloch,et al.  Latent Class Models for Joint Analysis of Longitudinal Biomarker and Event Process Data , 2002 .

[19]  Katherine E. Masyn,et al.  General growth mixture modeling for randomized preventive interventions. , 2001, Biostatistics.

[20]  A. Leuchter,et al.  Changes in brain function of depressed subjects during treatment with placebo. , 2002, The American journal of psychiatry.

[21]  B. Muthén BEYOND SEM: GENERAL LATENT VARIABLE MODELING , 2002 .

[22]  R. Little,et al.  Inference for the Complier-Average Causal Effect From Longitudinal Data Subject to Noncompliance and Missing Data, With Application to a Job Training Assessment for the Unemployed , 2001 .

[23]  Joseph L Schafer,et al.  A Two-Part Random-Effects Model for Semicontinuous Longitudinal Data , 2001 .

[24]  B. Muthén Latent Variable Mixture Modeling , 2001 .

[25]  K. Roeder,et al.  A SAS Procedure Based on Mixture Models for Estimating Developmental Trajectories , 2001 .

[26]  Bengt Muthén,et al.  Second-generation structural equation modeling with a combination of categorical and continuous latent variables: New opportunities for latent class–latent growth modeling. , 2001 .

[27]  Geoffrey J. McLachlan,et al.  Finite Mixture Models , 2019, Annual Review of Statistics and Its Application.

[28]  B. Muthén,et al.  Integrating person-centered and variable-centered analyses: growth mixture modeling with latent trajectory classes. , 2000, Alcoholism, clinical and experimental research.

[29]  N. Ialongo,et al.  Proximal Impact of Two First-Grade Preventive Interventions on the Early Risk Behaviors for Later Substance Abuse, Depression, and Antisocial Behavior , 1999, American journal of community psychology.

[30]  Kathryn Roeder,et al.  Modeling Uncertainty in Latent Class Membership: A Case Study in Criminology , 1999 .

[31]  B. Muthén,et al.  Finite Mixture Modeling with Mixture Outcomes Using the EM Algorithm , 1999, Biometrics.

[32]  Daniel S. Nagin,et al.  Analyzing developmental trajectories: A semiparametric, group-based approach , 1999 .

[33]  M. Aitkin A General Maximum Likelihood Analysis of Variance Components in Generalized Linear Models , 1999, Biometrics.

[34]  K. Land,et al.  How Many Latent Classes of Delinquent/ Criminal Careers? Results from Mixed Poisson Regression Analyses1 , 1998, American Journal of Sociology.

[35]  Scott L. Zeger,et al.  Latent Variable Regression for Multiple Discrete Outcomes , 1997 .

[36]  L. Wasserman,et al.  Computing Bayes Factors by Combining Simulation and Asymptotic Approximations , 1997 .

[37]  G. Verbeke,et al.  A Linear Mixed-Effects Model with Heterogeneity in the Random-Effects Population , 1996 .

[38]  H. Carter,et al.  Mixed-effects regression models for studying the natural history of prostate disease. , 1994, Statistics in medicine.

[39]  G W Rebok,et al.  The course and malleability of aggressive behavior from early first grade into middle school: results of a developmental epidemiologically-based preventive trial. , 1994, Journal of child psychology and psychiatry, and allied disciplines.

[40]  T. Moffitt Adolescence-limited and life-course-persistent antisocial behavior: a developmental taxonomy. , 1993, Psychological review.

[41]  K. Land,et al.  AGE, CRIMINAL CAREERS, AND POPULATION HETEROGENEITY: SPECIFICATION AND ESTIMATION OF A NONPARAMETRIC, MIXED POISSON MODEL* , 1993 .

[42]  Joshua D. Angrist,et al.  Identification of Causal Effects Using Instrumental Variables , 1993 .

[43]  T A Louis,et al.  Random effects models with non-parametric priors. , 1992, Statistics in medicine.

[44]  S. Kellam,et al.  Effect of first-grade classroom environment on shy behavior, aggressive behavior, and concentration problems , 1991, American journal of community psychology.

[45]  Roderick J. A. Little,et al.  Statistical Analysis with Missing Data , 1988 .

[46]  A. F. Smith,et al.  Statistical analysis of finite mixture distributions , 1986 .

[47]  B. Muthén A general structural equation model with dichotomous, ordered categorical, and continuous latent variable indicators , 1984 .

[48]  J. Ware,et al.  Random-effects models for longitudinal data. , 1982, Biometrics.

[49]  R. D. Bock,et al.  Marginal maximum likelihood estimation of item parameters: Application of an EM algorithm , 1981 .

[50]  Murray Aitkin,et al.  Statistical Modelling of Data on Teaching Styles , 1981 .

[51]  G. Schwarz Estimating the Dimension of a Model , 1978 .