Latent class models in longitudinal research

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

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

[3]  Jeroen K. Vermunt,et al.  A nonparametric random-coefficients approach : The latest class regression model , 2001 .

[4]  Rolf Langeheine,et al.  Applied Latent Class Analysis: Latent Markov Chains , 2002 .

[5]  L. Baum,et al.  A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains , 1970 .

[6]  L. A. Goodman The Analysis of Systems of Qualitative Variables When Some of the Variables Are Unobservable. Part I-A Modified Latent Structure Approach , 1974, American Journal of Sociology.

[7]  L. Collins,et al.  Latent Class Models for Stage-Sequential Dynamic Latent Variables , 1992 .

[8]  Carsten Stig Poulsen,et al.  LATENT STRUCTURE ANALYSIS WITH CHOICE MODELING APPLICATIONS , 1983 .

[9]  Alan Agresti,et al.  Categorical Data Analysis , 1991, International Encyclopedia of Statistical Science.

[10]  Jeroen K. Vermunt,et al.  Log-Linear Models for Event Histories , 1997 .

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

[12]  Lain L. MacDonald,et al.  Hidden Markov and Other Models for Discrete- valued Time Series , 1997 .

[13]  Jeroen K. Vermunt,et al.  7. Multilevel Latent Class Models , 2003 .

[14]  Sophia Rabe-Hesketh,et al.  Generalized latent variable models: multilevel, longitudinal, and structural equation models , 2004 .

[15]  Scott Menard,et al.  Multiple Problem Youth: Delinquency, Substance Use, and Mental Health Problems , 1991 .

[16]  Jay Magidson,et al.  LG-Syntax user's guide: Manual for Latent GOLD 4.5 Syntax module , 2008 .

[17]  Jeroen K. Vermunt,et al.  Growth models for categorical response variables : standard, latent-class, and hybrid approaches. , 2007 .

[18]  F. V. D. Pol,et al.  MIXED MARKOV LATENT CLASS MODELS , 1990 .

[19]  S. Menard Applied Logistic Regression Analysis , 1996 .

[20]  Ulf Böckenholt,et al.  A latent markov model for the analysis of longitudinal data collected in continuous time: states, durations, and transitions. , 2005, Psychological methods.

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

[22]  A. Agresti,et al.  Categorical Data Analysis , 1991, International Encyclopedia of Statistical Science.

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

[24]  Kees van Montfort,et al.  Longitudinal models in the behavioral and related sciences , 2007 .

[25]  R. Fay Causal Models for Patterns of Nonresponse , 1986 .

[26]  J. Vermunt,et al.  Discrete-Time Discrete-State Latent Markov Models with Time-Constant and Time-Varying Covariates , 1999 .

[27]  Leo A. Goodman,et al.  Statistical Methods for the Mover-Stayer Model , 1961 .

[28]  B. Everitt,et al.  Finite Mixture Distributions , 1981 .

[29]  Jan de Leeuw,et al.  A Latent Markov Model to Correct for Measurement Error , 1986 .