Longitudinal Research Using Mixture Models

[1]  Alan Agresti,et al.  Categorical Data Analysis , 2003 .

[2]  Jeroen K. Vermunt,et al.  Multilevel Growth Mixture Models for Classifying Groups , 2010 .

[3]  Ruud Luijkx,et al.  2. Memory Bias in Retrospectively Collected Employment Careers: A Model-Based Approach to Correct for Measurement Error , 2010 .

[4]  Berthold Lausen,et al.  Advances in Data Analysis, Data Handling and Business Intelligence - Proceedings of the 32nd Annual Conference of the Gesellschaft für Klassifikation e.V., Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), Helmut-Schmidt-University, Ha , 2010, GfKl.

[5]  J. Vermunt,et al.  Training and Low-Pay Mobility: The Case of the UK and the Netherlands , 2009 .

[6]  Wicher Bergsma,et al.  Marginal models for dependent, clustered, and longitudinal categorical data , 2009 .

[7]  Jeroen K. Vermunt,et al.  Using a mixture latent Markov model to analyze longitudinal U.S. employment data involving measurement error , 2009 .

[8]  Paul De Boeck,et al.  Latent Class Models for Diary Method Data: Parameter Estimation by Local Computations , 2007, Psychometrika.

[9]  Casper J. Albers.  New Trends in Psychometrics , 2008 .

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

[11]  Scott Menard,et al.  Handbook of longitudinal research : design, measurement, and analysis , 2008 .

[12]  José G. Dias,et al.  Mixture Hidden Markov Models in Finance Research , 2008, GfKl.

[13]  José G. Dias,et al.  Latent class modeling of website users’ search patterns: Implications for online market segmentation , 2007 .

[14]  Tammo H. A. Bijmolt,et al.  Discrete time, discrete state latent Markov modelling for assessing and predicting household acquisitions of financial products , 2007 .

[15]  Francesco Bartolucci,et al.  A latent Markov model for detecting patterns of criminal activity , 2007 .

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

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

[18]  J. Vermunt,et al.  Latent class models in longitudinal research , 2007 .

[19]  Sylvia Frühwirth-Schnatter,et al.  Finite Mixture and Markov Switching Models , 2006 .

[20]  Conor V Dolan,et al.  Discrete Latent Markov Models for Normally Distributed Response Data , 2005, Multivariate behavioral research.

[21]  D. Kaplan.  Finite Mixture Dynamic Regression Modeling of Panel Data With Implications for Dynamic Response Analysis , 2005 .

[22]  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.

[23]  J. Vermunt,et al.  Latent Gold 4.0 User's Guide , 2005 .

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

[25]  Jeroen K. Vermunt,et al.  An EM algorithm for the estimation of parametric and nonparametric hierarchical nonlinear models , 2004 .

[26]  David Kaplan,et al.  The Sage handbook of quantitative methodology for the social sciences , 2004 .

[27]  J. Hagenaars,et al.  Methods in Human Growth Research: Ordinal longitudinal data analysis , 2004 .

[28]  Luciano Molinari,et al.  Methods in human growth research , 2004 .

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

[30]  J. Hagenaars,et al.  Applied Latent Class Analysis , 2003 .

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

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

[33]  A. Hadgu,et al.  A biomedical application of latent class models with random effects , 2002 .

[34]  Jeroen K. Vermunt,et al.  Longitudinal data analysis using log-linear path models with latent variables , 2002 .

[35]  Jeroen K. Vermunt,et al.  The Use of Restricted Latent Class Models for Defining and Testing Nonparametric and Parametric Item Response Theory Models , 2001 .

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

[37]  J. Hagenaars,et al.  Estimating True Changes when Categorical Panel Data are Affected by Uncorrelated and Correlated Classification Errors , 2000 .

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

[39]  W. Li,et al.  On a mixture autoregressive model , 2000 .

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

[41]  M. Eid,et al.  The measurement of consistency and occasion specificity with latent class models: A new model and its application to the measurement of affect , 1999 .

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

[43]  Ab Mooijaart,et al.  Latent Markov models for catagorical variables and time-dependent covariates , 1998 .

[44]  Yiu-Fai Yung,et al.  Finite mixtures in confirmatory factor-analysis models , 1997 .

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

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

[47]  Peter G. M. van der Heijden,et al.  Estimating the Concomitant-Variable Latent-Class Model With the EM Algorithm , 1996 .

[48]  D. Hedeker,et al.  MIXOR: a computer program for mixed-effects ordinal regression analysis. , 1996, Computer methods and programs in biomedicine.

[49]  T. Heinen,et al.  Latent Class and Discrete Latent Trait Models: Similarities and Differences , 1996 .

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

[51]  P. Diggle.  Analysis of Longitudinal Data , 1995 .

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

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

[54]  C. S. Poulsen.  Mixed Markov and latent Markov modelling applied to brand choice behaviour , 1990 .

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

[56]  George B. Macready,et al.  Concomitant-Variable Latent-Class Models , 1988 .

[57]  J. Hagenaars.  Latent Structure Models with Direct Effects between Indicators , 1988 .

[58]  D. Rubin,et al.  Statistical Analysis with Missing Data. , 1989 .

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

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

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

[62]  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.

[63]  S. Goldfeld,et al.  A Markov model for switching regressions , 1973 .

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

[65]  Neil Henry.  Latent structure analysis , 1969 .

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