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Growth Modeling of Longitudinal Data   Mplus Discussion > Growth models examine the development of individuals on one or more outcome variables over time. These outcome variables can be observed variables or continuous latent variables. Observed outcome variables can be continuous, censored, binary, ordered categorical (ordinal), counts, or combinations of these variable types if more than one growth process is being modeled. In growth modeling, random effects are used to capture individual differences in development. In a latent variable modeling framework, the random effects are reconceptualized as continuous latent variables, that is, growth factors. Mplus takes a multivariate approach to growth modeling such that an outcome variable measured at four occasions, for example, gives rise to a four-variate outcome vector. In contrast, multilevel modeling typically takes a univariate approach to growth modeling where an outcome variable measured at four occasions gives rise to a single outcome for which observations at the different occasions are nested within individuals, resulting in two-level data. Due to the use of the multivariate approach, Mplus does not consider a growth model to be a two-level model as in multilevel modeling but a single-level model. With longitudinal data, the number of levels in Mplus is one less than the number of levels in conventional multilevel modeling programs. The multivariate approach allows flexible modeling of relationships between the outcomes such as correlated residuals over time and regressions among the outcomes over time. In Mplus, there are two options for handling the relationship between the outcome and time. One approach allows time scores to be parameters in the model so that the growth function can be estimated. This is the approach used in structural equation modeling. The second approach allows time to be a variable that reflects individually-varying times of observations. This variable has a random slope. This is the approach used in multilevel modeling. Random effects in the form of random slopes are also used to represent individual variation in the influence of time-varying covariates on outcomes. Mplus growth modeling allows the analysis of multiple processes, both parallel and sequential; allows regressions among growth factors and random effects; and allows the growth model to be part of a larger latent variable model. When observed outcome variables are all continuous, Mplus has seven estimator choices: maximum likelihood (ML), maximum likelihood with robust standard errors and chi-square (MLR, MLF, MLM, MLMV), generalized least squares (GLS), and weighted least squares (WLS) also referred to as ADF. When at least one outcome variable is binary or ordered categorical, Mplus has seven estimator choices: weighted least squares (WLS), robust weighted least squares (WLSM, WLSMV), maximum likelihood (ML), maximum likelihood with robust standard errors and chi-square (MLR, MLF), and unweighted least squares (ULS). When at least one outcome variable is censored, unordered categorical, or a count, Mplus has six estimator choices: weighted least squares (WLS), robust weighted least squares (WLSM, WLSMV), maximum likelihood (ML), and maximum likelihood with robust standard errors and chi-square (MLR, MLF). Thread (Start New Thread) Last Post Last Poster Posts Timepoints 2-09-12  2:12 pm Vanessa 178 Constraining residual variances in growth models with categorical v... 10-30-09  2:11 pm Linda K. Muthen 27 Meaning of "variance" in LTM when outcome is categorical 10-19-02  8:31 am bmuthen 6 Regressions Among Random Coefficients 10-04-07  1:21 am Chuck He 10 Computing effect sizes of of growth rates 10-15-11  6:18 pm Bengt O. Muthen 22 Model identification 1-30-12  10:51 am Linda K. Muthen 54 Growth Models with Censored Data? 9-17-11  10:59 am Bengt O. Muthen 58 Power Estimation for Intervention Study 5-15-10  8:07 am Linda K. Muthen 14 Growth model with time-varying variable 2-01-12  11:22 am Linda K. Muthen 71 Invariance constraints on factor means 3-11-11  10:54 am Linda K. Muthen 6 Data interpretation 9-09-11  7:01 am Linda K. Muthen 44 Multi-level Growth Curve Modeling 1-06-12  12:32 am Alan Johnson 21 Specifying a reg path from inpt to slope 1-31-01  5:19 pm Bengt O. Muthen 4 Sample size in LGM? 10-16-09  8:15 am Linda K. Muthen 8 Interpretation of quadratic factor 11-18-10  5:37 pm Bengt O. Muthen 43 Comparing two growth trajectories 11-04-11  8:35 pm Bengt O. Muthen 67 Latent Growth Curve without the same observations 7-03-08  10:33 am Linda K. Muthen 10 Std and StdYX coefficients 7-12-10  9:55 am Tom Fisseha 17 GGMM with categorical indicators of c 5-25-01  8:45 am Linda K. Muthen 2 Residual variance and R-Square of slope factor in LGM 5-12-11  9:39 am Bengt O. Muthen 27 Interpreting output 11-28-11  8:52 pm Bengt O. Muthen 63 Growth models with age-specific indicators 10-16-09  10:02 am Paul A.Tiffin 11 Confidence Intervals around Growth Curve Trajectories 10-18-10  9:39 am Linda K. Muthen 8 Longitudinal binary data 7-23-10  11:31 am Linda K. Muthen 30 Nonlinear LGM 11-26-10  10:51 am Rod Bond 62 Growth Mixture Survival Analysis 6-30-11  10:58 am Gideon Bahn 34 Residual output for GGMM with covariates 5-21-02  11:21 am bmuthen 4 Decomposition of variance in growth curve model 6-02-02  12:20 pm bmuthen 2 Growth modeling with multiple trajectories 2-08-12  10:15 pm Bengt O. Muthen 45 Latent Class Growth Analysis 2-08-12  3:21 pm Linda K. Muthen 115 Interpretation and significance of growth factors 9-13-11  12:42 am Carolin 15 Latent growth model with weight variable 2-09-07  8:40 am Linda K. Muthen 12 Using time-varying predictor of latent class variable 4-13-05  11:55 pm BMuthen 4 Multiple Indicator Growth Model 1-05-12  6:43 am Cecil Meeusen 67 Growth modeling with categorical variables 2-08-12  5:11 pm Linda K. Muthen 53 Time scores associated with slope growth factors 9-03-10  9:22 am Linda K. Muthen 6 Time-varying covariates 11-07-11  8:47 pm Bengt O. Muthen 29 Regression paths or correlated residuals between intercept and slop... 5-22-09  5:35 pm Linda K. Muthen 11 Piecewise LGM 8-10-11  4:16 pm Bengt O. Muthen 24 Log odds in growth modeling with categorical data 10-01-04  10:10 am Bengt O. Muthen 4 Variances of growth factors 7-07-10  10:05 am Bengt O. Muthen 25 INTERPREATION OF LOG ODDS CHANGE WITH NON-LINEAR MODELS 11-07-02  2:32 pm bmuthen 2 Log odds to odds interpretation with LGM 5-21-08  11:21 am Bengt O. Muthen 4 Modeling the influence of time-varying covariatews in latent curve ... 6-28-06  2:23 am Linda K. Muthen 7 The RUNALL Utility 9-28-10  9:52 am Linda K. Muthen 21 The Delta Method 11-25-02  2:01 pm bmuthen 6 LGM Power Analysis 11-10-10  4:14 pm Bengt O. Muthen 15 Contrasts for growth-curve effects 2-09-03  3:34 pm Larry Kurdek 5 Centering 10-06-08  5:42 pm Daniel E Bontempo 7 Three level LGM with latent variables 3-03-03  12:41 pm Linda K. Muthen 2 Meaning of the coefficients in penn8 3-24-03  8:43 am bmuthen 4 Complex mixture (multilevel growth mixture model) 11-20-03  5:12 pm Linda K. Muthen 6 Missing data 7-01-11  8:22 am Linda K. Muthen 18 Factor scores in Growth Mixture Modeling 5-09-06  5:52 am Bengt O. Muthen 6 Initial Status by Treatment Interaction 7-30-10  4:21 pm Linda K. Muthen 8 Negative variance 12-02-11  9:42 am Bengt O. Muthen 30 Aggregate Data Growth Modeling and Fixed/Random effects models in E... 3-06-06  10:45 am poker casino411 9 LGM with two groups 10-11-11  8:39 pm Bengt O. Muthen 13 Monte Carlo Modeling 8-25-11  9:15 am Yaacov Petscher 54 Moderation and monte carlo modeling 9-03-03  8:42 am Linda K. Muthen 2 Equality constraints in prediction 8-16-06  12:36 pm Linda K. Muthen 8 Factor analysis of latent slopes? 11-09-03  10:29 am Linda K. Muthen 2 Modeling error structure in growth model. 7-25-11  2:32 pm Linda K. Muthen 16 References 11-28-03  10:19 am bmuthen 2 Growth modeling of latent repeated measures 4-24-09  11:15 am Alexandre Morin 15 Invariance in observed variables across time 5-13-08  4:25 pm Linda K. Muthen 6 Are slopes hard to predict? 1-27-04  5:14 pm Bmuthen 2 Question of interpreting covariate effects on a non-linear trend 3-01-11  9:31 am Linda K. Muthen 7 Parallel process for non-time-strucutured data 7-05-04  9:31 am bmuthen 4 Two group LGM with time invariant covariates 1-18-12  9:34 am Bengt O. Muthen 23 Two group LGM with categorical data 10-13-11  1:34 pm Linda K. Muthen 8 Multiple cohort 9-20-11  10:15 am Linda K. Muthen 74 Constraint of x 4-25-04  7:57 pm bmuthen 4 Effect Size 10-15-10  9:41 am Hanno Petras 10 Piecewise 5-20-11  9:22 am Linda K. Muthen 39 RMSEA 5-14-04  9:31 am Linda K. Muthen 2 Parameterization for Parallel & Sequential Growth processes 3-06-06  10:43 am poker casino785 4 Shape factors 5-03-05  2:36 pm bmuthen 7 Power calculations in LGM 5-26-04  7:44 am Linda K. Muthen 2 Random Time 3-15-07  4:48 pm Bengt O. Muthen 10 Experiments, multivlevel data, noncompliance and weights 3-06-06  10:26 am poker casino87 2 Random times of observations for two variables 6-10-04  6:04 am Linda K. Muthen 2 Two parallel processes growth model 12-08-11  9:47 am Linda K. Muthen 47 Significant Digits for Printed Output 8-03-10  6:05 pm Linda K. Muthen 4 BINARY MULTIPLE INDICATORS 6-18-04  9:22 am bmuthen 2 Effect of correlations between growth parameters 6-28-04  10:13 am bmuthen 9 Graphing growth curves 2-15-11  5:28 pm Linda K. Muthen 47 LGM and within person correlations 1-12-07  9:42 am Linda K. Muthen 6 Reading data from ascii file 5-29-08  9:10 am Linda K. Muthen 4 Two groups analysis in growth models 5-27-08  8:13 am Linda K. Muthen 9 Added Growth LGM 10-23-07  4:08 pm Linda K. Muthen 12 The old quadratic issue 8-08-08  4:11 pm Bengt O. Muthen 4 Piecewise Growth With Individually Varying Times of Meas. 9-24-04  10:32 am J. Cheadle 1 Fitting LGMs and MLMs and comparing results 10-15-04  10:16 am Linda K. Muthen 10 Cutpoints in Monte Carlo Simulation 10-20-04  2:16 pm Linda K. Muthen 2 About "individually-varying times of observation" 11-17-11  6:28 pm Linda K. Muthen 48 No. of decimal places 3-06-06  10:21 am poker casino30 3 Error structure in multilevel models 11-18-04  3:56 pm Linda K. Muthen 4 Cohort-sequential design with missing data 11-14-04  12:43 pm bmuthen 2 Testing the threshold assumption in LGC analysis 11-19-04  6:06 am Linda K. Muthen 4 GEE 10-22-09  12:39 pm Bengt O. Muthen 8 Dual trajectory model 12-07-11  12:26 pm Linda K. Muthen 13 Logistic Growth Trajectories 12-01-04  11:30 am Brett Foley 3 Interaction Model and Fit Indices 7-31-06  7:52 am Linda K. Muthen 6 Interpretation of coefficients in growth model 9-16-10  1:38 pm Linda K. Muthen 10 Reciprocal effects between slopes 2-26-05  5:51 pm bmuthen 4 Survival analysis with latent independent variables 10-04-11  9:26 am Linda K. Muthen 12 An identifiability issue in the EM algorithm 1-12-05  4:41 pm BMuthen 2 PLOT3 adjusted by covariates 6-09-11  2:15 pm Linda K. Muthen 16 Simple constraints on multigroup mean structure LGM 2-28-05  8:22 am Anonymous 3 Decision on Growth Mixture Model 7-25-11  2:31 pm Linda K. Muthen 7 Using Means in LCGA models 3-07-05  7:01 am Linda K. Muthen 4 Warning messages in GGMM 4-06-11  10:25 am Linda K. Muthen 19 LCGA and Zero-Inflated Poisson Model 11-10-11  1:15 pm Bengt O. Muthen 48 Can Mplus mimic a HLM growth curve trick - setting scores to 0 at ... 3-19-05  4:27 pm bmuthen 6 Levels of analysis in latent growth modeling 3-21-05  7:21 am bmuthen 2 Questions on LGC 3-22-05  2:43 pm bmuthen 6 A flat slope issue? 3-24-05  1:37 pm bmuthen 2 Intercept factor loadings 3-26-05  7:20 am Linda K. Muthen 2 Insufficient memory error message 4-07-05  12:44 pm Thuy Nguyen 2 Regression to the mean in LGM 4-15-05  1:51 am BMuthen 2 Multivariate longitudinal analysis 10-11-11  8:55 am Udaya Wagle 12 Equality constraints on the level-1 residual variances with random ... 11-12-05  6:28 pm BMuthen 5 Standardizing the dependent variables - or not! 6-16-11  9:38 am A 8 Question about RMSEA 5-13-05  8:09 am bmuthen 2 Very basic question 1-17-10  5:26 pm Linda K. Muthen 22 Slopes as Indicators 5-17-05  2:54 pm Michael J. Zyphur 3 Constraining growth curves and interpreting quadratic curves 6-30-08  7:02 am Linda K. Muthen 5 Negative error variance 5-19-05  10:00 am Linda K. Muthen 2 LGCM and cross-lagged 5-26-05  5:34 am Linda K. Muthen 4 Mplus 2 vs Mplus 3 6-06-05  9:36 am Linda K. Muthen 2 MAR instead of censored analyses? 3-16-08  10:50 am Linda K. Muthen 13 Fixed effects and sem growth models 6-22-05  12:12 am Linda K. Muthen 2 Significace of non-linear slopes 6-26-05  2:11 am BMuthen 2 Estimation of saturated model for LRT 7-02-05  6:11 pm bmuthen 2 Growth models with varying time of intervention 9-29-11  1:31 pm Linda K. Muthen 6 Multinomial regression with slope as predictor 7-04-05  11:13 am bmuthen 2 Growth of latent variable construct measured by multiple indicators 10-19-10  10:21 am Thierno Diallo 21 Multiple group parallel process GLM 10-25-05  7:09 am Linda K. Muthen 6 Interactions: cross-product vs. multiple group 4-08-11  8:51 pm Bengt O. Muthen 8 Sample size for LGM with missing data option 8-01-05  11:15 am Daniel 3 Binary case / Growth Curve Analysis 8-08-05  2:28 pm bmuthen 2 Individually varying times 8-09-05  10:23 am Linda K. Muthen 2 Growth modeling about Binary Responses 8-09-05  2:58 pm Linda K. Muthen 2 Convergence 8-24-05  2:40 pm Linda K. Muthen 2 Growth modeling and latent growth curve analysis 8-10-08  10:00 am Bengt O. Muthen 8 Suggestion for Mplus 4 Documentation 9-11-05  7:02 am Linda K. Muthen 2 Non-Positive Definite Psi Matrix 1-23-12  1:32 pm Linda K. Muthen 37 Which model would be appropriate to my data? 10-01-05  8:16 am bmuthen 2 Theta Matrix--Non positive Definite 9-30-05  3:18 pm Linda K. Muthen 2 Latent growth factors predicting binary outcomes 7-21-06  8:44 am Bengt O. Muthen 13 Simulation and Growth Modeling 10-08-05  2:02 pm Linda K. Muthen 2 Admixture model - M+ 3-06-06  10:50 am poker casino134 2 LGM with different data collection between groups 10-14-05  12:57 pm Patrick Malone 7 Basic questions concerning LGM 11-15-05  5:53 pm bmuthen 4 GCM - wide range of ages at baseline 3-06-06  10:56 am poker casino174 6 Growth modeling with parallel processes 5-02-11  8:50 am Bengt O. Muthen 27 Basics of model estimation 11-04-05  9:49 am Linda K. Muthen 2 Two-level latent growth modeling (ex 9.12-9.13) 11-12-05  6:32 pm Linda K. Muthen 2 Intercept-slope relation 4-12-11  6:09 am Linda K. Muthen 8 Time-varying Covariates .. 3-06-06  10:50 am poker casino238 5 Comparing growth curves 11-23-05  6:40 pm bmuthen 2 Comparing growth curves 3-25-09  10:35 am Linda K. Muthen 9 Dist Out - Time Vary CV - User Spec Start Values 8-25-08  2:55 pm Tracie Barnett 5 Missing Data 12-01-05  2:05 pm Linda K. Muthen 2 Appropriate df in mean-adjusted chi-square calc 12-07-05  7:31 am Linda K. Muthen 2 Estimated means for latent growth factors 12-13-05  9:24 am Linda K. Muthen 2 Diff between LGC and RE models 1-11-06  9:32 am Linda K. Muthen 9 Growth of normed data 12-15-05  4:25 pm bmuthen 2 Can this be estimated using LGC? 12-17-05  2:11 pm anonymous 3 Growth modeling with factor scores? 12-20-05  5:04 pm Linda K. Muthen 6 Time-varying covariates in GMM 12-12-11  6:19 pm Linda K. Muthen 11 Latent Growth Curve modeling - some Questions 12-15-11  12:55 pm Linda K. Muthen 22 Class membership in LGC mixture modelling? 1-01-06  12:15 pm Linda K. Muthen 3 Z-scores in LGM 12-29-08  2:17 pm Linda K. Muthen 8 C#1 ON cg#1 command on GMM with known classes 1-05-06  10:53 am Linda K. Muthen 2 LGM: Multiple indicator and regular models 1-09-06  8:41 am Linda K. Muthen 4 Total effects 1-11-06  6:29 am Linda K. Muthen 2 Power to detect group differences in slope 1-12-06  2:37 pm Linda K. Muthen 4 Slope as mediator 10-21-11  8:43 am Bengt O. Muthen 8 Interpretation Issue of Growth Curve Modeling 1-12-06  2:39 pm Linda K. Muthen 2 LGM with non-linear data 9-28-11  1:05 pm Linda K. Muthen 6 Correlated Errors in Growth Curve Models 10-11-10  11:31 am Linda K. Muthen 8 Multigroup tests in multiple growth curve model 1-27-06  8:54 am Linda K. Muthen 3 Unbalanced data 2-03-06  10:17 am Linda K. Muthen 4 Graphical display 2-11-06  10:46 am Linda K. Muthen 3 Interaction between two slopes 10-08-11  3:04 pm Linda K. Muthen 6 Natural log transformation in growth model 10-17-09  4:56 pm Linda K. Muthen 9 Can Mplus 4 estiamte piecewise Gompertz model? 2-28-06  4:20 pm bmuthen 4 Survival Mixture Analysis 4-27-10  4:20 pm Linda K. Muthen 20 LGC for 3-group RCT 4-21-11  6:11 pm Bengt O. Muthen 4 Model fit indices for two-part growth model 3-07-08  6:19 am Linda K. Muthen 10 Mixture growth modeling on sequential processes 11-29-06  8:54 am Daniel Rodriguez 6 Convergence for Linear vs. Nonlinear Models 3-22-06  8:02 am Bengt O. Muthen 2 Parallel Process Growth Model 3-28-06  1:36 pm Linda K. Muthen 2 Smoking cessation trial 3-14-09  4:59 pm Bengt O. Muthen 15 Poisson distribution for count data? 11-04-11  11:47 am Anna Zajacova 11 Sibling clustering in LGM 4-04-06  6:01 pm daniel adkins 5 Saving intercept and slope scores 4-06-06  2:58 pm Linda K. Muthen 2 Count Data in LDA Using the Poisson Distribution 4-13-06  11:09 am Bengt O. Muthen 2 Binary Outcome Growth Model 9-28-10  10:22 am Linda K. Muthen 8 Growth model output 4-20-06  11:39 am Linda K. Muthen 2 Multiple group LGM -- some questions 11-30-11  2:09 am Sandra Kristina Geba 41 Lgm with missing data 10-04-06  5:19 am Annie Desrosiers 10 Multiple mediation analysis 5-04-06  2:32 pm Linda K. Muthen 2 Multilevel growth model (three-level model) ... 12-12-06  10:27 am Bengt O. Muthen 28 Baseline by Tx Interactions in LGM 5-24-06  5:58 am Antonio A. Morgan-Lo 5 Interactions in zero-inflated poisson LGCM 5-24-06  2:47 pm Nicki 5 Simultaneous growth model-Complex survey data 5-30-06  2:43 pm Linda K. Muthen 2 Wlsmv estimation 6-06-06  10:30 am Linda K. Muthen 4 How to get predicted values out of a growth model 6-24-11  4:56 pm Linda K. Muthen 9 DTSA latent variable as a predictor? 6-15-06  8:42 am Bengt O. Muthen 2 Multilevel vs. multivariate approach 8-11-06  5:07 am frank rijmen 16 Limiting the latent classes in a known class 6-22-10  5:58 pm Bengt O. Muthen 6 Truly Nonlinear Models 7-26-06  4:51 pm Bengt O. Muthen 2 Growth curves and random slopes 10-22-09  10:05 am Linda K. Muthen 6 Fscoefficients in latent growth models 7-31-06  2:48 pm Linda K. Muthen 2 Freely estimated time scores and more 8-01-06  9:29 am Linda K. Muthen 2 Interpreting Covariate Effects under ML estimation 8-07-06  7:59 am Bengt O. Muthen 2 Auxillary threshold parameterization binary LCM 8-08-06  6:14 am Linda K. Muthen 2 Dynamic Nonlinear Panel data 10-09-06  4:30 am Sanjoy Bhattacharjee 6 Binary LCM 12-19-07  9:02 am Linda K. Muthen 13 Significance test in LCM 8-30-06  9:06 pm Shige Song 3 Class enumeration 8-28-06  1:21 pm Linda K. Muthen 2 Recognising stabilty and change in a growth model 9-11-06  1:15 pm finnigan 9 Longitudinal modeling - mplus course 10-05-06  9:46 am Bengt O. Muthen 3 Correlated indicator variables 10-06-06  6:47 pm Bengt O. Muthen 2 Growth curve reliability 10-10-06  5:32 pm Bengt O. Muthen 5 Power analysis for GGMM with distal outcome 3-31-08  2:31 pm Linda K. Muthen 10 Growth factor intercepts vs means 6-03-08  10:42 am Linda K. Muthen 10 Specific case assignment to LCGA/GMM? 10-25-06  1:20 pm Linda K. Muthen 2 GMM vs. GGMM 10-28-06  6:01 am Linda K. Muthen 2 Endogenous variables 10-31-06  1:15 pm William Dudley 3 Growth modeling of reactivity 11-04-06  11:51 am J.D. Haltigan 2 Unconditional vs. conditional GMM 12-16-11  6:14 am Linda K. Muthen 10 Unconditional vs. conditional GMM 11-11-06  2:33 am socrates 1 Analysis type in growth modeling 11-13-06  8:35 am Linda K. Muthen 2 Modeling parallel processes 11-15-06  4:19 pm Linda K. Muthen 2 Comparing nested GMMs 11-16-06  7:40 am Linda K. Muthen 2 The sign of the trend factor 11-17-06  11:13 am Bengt O. Muthen 2 LL difference testing between two models 11-21-06  8:09 am Bengt O. Muthen 2 LGM in intervention research 12-09-08  11:28 am Linda K. Muthen 10 Random effects Poisson model 11-28-06  1:31 pm Linda K. Muthen 6 Nonpositive definite psi matrix 6-09-11  6:53 am Linda K. Muthen 10 Integration Points 12-01-06  9:42 am Linda K. Muthen 2 Singularity in covariance matrix 10-25-11  2:53 pm Bengt O. Muthen 18 Problems with Parameter Estimates 12-04-06  8:31 am Linda K. Muthen 2 Multiple group growth modeling 5-19-09  10:58 am Bengt O. Muthen 19 Effect of the dependence on the invariance tests 12-04-06  11:47 pm cui bunny 0 GMM vs. LCGA - interpretation of classes 4-27-11  7:24 am mari 11 Model Test with growth models 2-12-07  6:14 pm Linda K. Muthen 6 Two-part model with an ordinal outcome 12-13-06  12:06 pm Mplususer 6 TECH11 and TECH14 10-23-08  9:32 am Linda K. Muthen 4 GROWTH CURVE MODELING AND BIOMETRICS 12-20-06  9:36 am George E. Higgins 5 Latent Growth Curves with Twin Data 12-20-06  11:20 am George E. Higgins 7 Generating a new latent variable that represents 12-21-06  4:01 pm Bengt O. Muthen 2 Model selection, entropy, processing time 1-08-07  10:47 am Linda K. Muthen 2 No variation in growth parameter estimates 1-10-07  6:54 am Linda K. Muthen 2 Growth model for categorical outcome 8-24-11  12:25 pm Bengt O. Muthen 13 (ALT) Models: How To? 1-06-12  10:12 am Linda K. Muthen 22 Count and continuous variables in PPLGM 1-18-07  3:29 pm Linda K. Muthen 2 Plot with individually-varying time 8-27-08  8:35 pm Daniel E Bontempo 9 Autoregressive model vs autocorrelated disturbance 1-30-07  12:01 pm Bengt O. Muthen 2 Standardized parameters in growth modeling 2-03-07  2:08 pm Bengt O. Muthen 6 Very unequal time intervals 4-22-10  10:02 am Penny Brennan 13 Two-part growth model with continuous data 11-15-10  8:32 am Linda K. Muthen 15 Is TSB2 implented in MPlus 2-13-07  8:41 am Linda K. Muthen 2 (L)LCA vs GMM 2-15-07  5:23 am Trynke Hoekstra 5 Problem with adding a quadratic factor 2-15-07  9:03 am Linda K. Muthen 4 Notation for growth model with ordinal outcome 4-07-11  8:53 am mari 5 Modeling a quadratic term with three time points 2-08-12  6:20 am EFried 9 Modeling a quadratic term with three time points 2-24-07  4:18 pm Bengt O. Muthen 2 GCM with Truncated Endogenous Variable 2-27-07  8:59 am Linda K. Muthen 2 Failure to achieve measurement invariance 7-14-10  3:46 pm Linda K. Muthen 18 Correlation between intercept and slope 2-22-08  8:29 am Linda K. Muthen 5 Error decomposition 3-04-07  10:20 am Sanjoy Bhattacharjee 6 2-part piecewise models 3-17-07  9:16 am Linda K. Muthen 2 Outliers/influential case in Single Class Growth 10-06-11  8:33 am Linda K. Muthen 10 Monte Carlo setup for Growth Model Power Analysis 9-17-09  2:07 pm Kayo Sady 9 Multigroup tests of indirect effects 3-19-07  3:26 pm Linda K. Muthen 4 MG Growth Mixture Model (Syntax Issue) 3-20-07  4:32 pm Linda K. Muthen 3 Warning flag for non+ def 1-order deriv matrix 4-05-07  3:07 pm Linda K. Muthen 2 Individual Growth Parameters 4-13-07  3:39 pm Bengt O. Muthen 2 Missing data across Class 4-20-07  9:00 am Linda K. Muthen 2 LCGA Output for Class Membership 4-21-07  7:45 am Linda K. Muthen 2 GMM, Cont distal outcome, time varying covariate 9-01-10  10:13 am Linda K. Muthen 14 GGMM equations for ordered & continuous 5-03-07  8:03 am Bengt O. Muthen 2 Lcgm and binary outcome 8-06-10  8:06 am Mario Mueller 21 Number of observations 2-05-12  10:40 am Linda K. Muthen 6 Modeling a proportion 6-07-07  8:15 am Linda K. Muthen 2 Time-lagged discontinuous growth curves 6-16-07  6:14 am Gregory Smith 4 Non-parametric GMM 6-21-07  8:51 am Bengt O. Muthen 4 Zero-class in GMM: Model specifications 4-27-09  10:04 am Linda K. Muthen 10 A lot of questions... 6-24-07  12:07 pm fred buschman 0 ...part two... 6-24-07  11:59 am fred buschman 0 ...part three... 6-24-07  12:00 pm fred buschman 0 ...part 4... 6-24-07  12:01 pm fred buschman 0 ...part 5... 6-24-07  11:46 am fred buschman 0 ...part 6... 6-24-07  11:49 am fred buschman 0 ...part 7... 6-24-07  11:50 am fred buschman 0 ...part 8... 6-24-07  11:52 am fred buschman 0 ...part 9... 6-24-07  11:54 am fred buschman 0 ...part 10... 6-24-07  11:55 am fred buschman 0 LTA and distal outcomes 12-02-10  1:30 pm Linda K. Muthen 18 Growth model using zero-inflated poisson model 6-28-07  4:34 pm Bengt O. Muthen 2 GMM and Plotting Both Sample and Estimated Means 5-10-11  8:44 am mari 17 Comparison of LGC and LCGA 7-13-07  10:32 am Bengt O. Muthen 2 GMM warning 7-16-07  10:16 am Linda K. Muthen 2 Joint survival and logit model, selectivity 9-30-10  10:33 am Bengt O. Muthen 8 Beta coefficient into effect size 10-08-11  3:03 pm Linda K. Muthen 11 Model fit 2-06-12  2:20 pm Lisa M. Yarnell 25 Latent growth curve code 9-18-07  5:16 am Linda K. Muthen 6 COVARIANCE MATRIX NOT POSITIVE DEFINITE 9-18-07  5:18 am Linda K. Muthen 4 GMM with two growth structures 9-20-07  11:42 am Bengt O. Muthen 3 Individual growth curves 9-20-07  11:52 am Linda K. Muthen 2 Centering 9-20-07  11:53 am Linda K. Muthen 2 Age differences in parallel growth processes 9-20-07  11:15 am Linda K. Muthen 2 MIMIC growth model 4-08-11  8:39 pm Bengt O. Muthen 5 GMM with missing/truncated data 10-03-07  11:31 am Adam Slez 5 Chi-square in discrete-time survival model 10-05-07  10:07 am Linda K. Muthen 2 Group-based GMM 10-16-07  12:27 pm Linda K. Muthen 14 Zero cells in the bivariate table 10-09-07  6:03 am Linda K. Muthen 2 Higher Order Latent Growth 10-11-07  9:35 am Linda K. Muthen 2 Two-class growth and single-class growth 10-15-07  3:06 pm Alex Bierman 0 Do growth factors have "standard deviations" 10-22-07  3:01 pm Linda K. Muthen 2 Mplus crash 4-23-08  5:56 am Linda K. Muthen 8 Power for added growth 10-26-07  7:05 pm Richard E. Zinbarg 5 Multilevel Latent Growth w/ Unstructured Time 11-04-07  8:16 pm James L. Lewis 5 Growth modeling with Count data 10-30-07  8:04 am Bengt O. Muthen 2 Growth model with no intercept 10-31-07  9:17 am Linda K. Muthen 4 Covariates & Constrained (0) Random Variances 11-05-07  7:17 am Linda K. Muthen 2 Conditional Mean (Intercept & Slope) 11-17-07  6:21 am Bengt O. Muthen 2 Discrepancies in Estimated Cox PH Coefficients 11-23-07  10:03 am Linda K. Muthen 2 Using longtowide 6-17-11  6:10 am Linda K. Muthen 6 Mixture model for parallel growth 11-27-07  11:44 am Linda K. Muthen 4 Question about factor means 11-27-07  6:26 pm Linda K. Muthen 2 Type=RANDOM and standardization 11-30-07  6:01 pm Bengt O. Muthen 11 Testing for intervention effects in LGMs 1-13-12  11:39 am Linda K. Muthen 18 Two-part modeling 9-08-10  2:58 pm Bengt O. Muthen 26 Random Starts 8-19-08  11:05 am Linda K. Muthen 9 Non linear parametric growth curves 12-28-07  9:14 am Linda K. Muthen 2 Residual variance/covariance 1-31-08  10:51 am Linda K. Muthen 2 Two-part growth model 2-12-08  9:39 am Linda K. Muthen 2 Cells with zero covariance coverage 6-20-11  12:53 am Kathrin Gasser 9 Syntax for basic growth model with ordinal outcome 2-13-08  12:02 pm Linda K. Muthen 2 Question for chi-square test model fit 9-01-09  1:46 pm Linda K. Muthen 6 Modeling 3 waves of data as quadratic trajectory 2-15-08  6:21 am Linda K. Muthen 2 When to run conditional models 2-15-08  9:28 am Linda K. Muthen 2 LGM to GMM 2-15-08  3:15 pm Linda K. Muthen 2 Plotting probabilties for categorical outcome 2-16-08  4:39 pm Linda K. Muthen 2 Slope Growth Factor 6-16-08  9:29 am Linda K. Muthen 6 Interpreting Linear and Quadratic Slope 2-29-08  8:05 am Linda K. Muthen 2 Intercept of outcome variable 3-06-08  11:59 pm Jean Frisou 3 LCGA/GMM with time-varying covariates 3-07-08  8:50 am Linda K. Muthen 6 Estimated survival probabilities 3-12-08  6:03 pm Linda K. Muthen 2 Interpreting thresholds (in version 5) 3-12-08  6:04 pm Linda K. Muthen 2 Ecological Momentary Assessment 6-27-11  5:50 pm Bengt O. Muthen 4 Types of treatment in trajectory classes 9-27-08  2:32 pm Susan E. Collins 6 Quadratic Effects and Multilevel Growth Modeling 3-25-08  1:28 pm Darrin Grelle 5 Plot commands about individual growth curves 3-26-08  6:40 am Linda K. Muthen 2 Path diagram for lgc model with binary outcome 3-29-08  6:13 am Linda K. Muthen 8 Rank Longitudinal Data 3-30-08  9:18 am Linda K. Muthen 2 Growth model with interval and binary variables 4-12-08  8:25 am Linda K. Muthen 4 Modeling of parallel process 10-17-08  7:20 am Joo-Young Lee 10 Interaction between slope and a covariate 4-17-08  9:45 am Bengt O. Muthen 2 Cross-domain versus parallel processes models 4-20-08  9:08 am Linda K. Muthen 2 Longitudinal Growth Mixture Models 4-22-08  12:35 pm Linda K. Muthen 2 Syntax for curvilinear effects 5-20-11  11:01 am Linda K. Muthen 4 GMM and multiple indicators 5-13-08  1:54 pm Bengt O. Muthen 4 Semi-Continuous GMM 5-13-08  9:57 am Linda K. Muthen 2 Comparing slopes in piecewise models 5-19-08  8:13 am Linda K. Muthen 2 RESIDUAL COVARIANCE MATRIX NOT POSITIVE DEFINITE 4-26-10  10:29 am Linda K. Muthen 4 Starting Values in GMM 5-29-08  5:41 pm Hao Duong 3 Associations between slopes and intercepts 5-30-08  7:53 am Linda K. Muthen 2 Factor Scores as Predictors 6-16-08  9:50 am Linda K. Muthen 2 Effect of Covariate 6-17-08  2:34 pm Linda K. Muthen 2 Categorical covariates 6-20-08  9:06 am Linda K. Muthen 2 OBSERVED INDIVIDUAL growth CURVE 6-22-08  6:19 am Linda K. Muthen 4 Test the parallel regression assumption 7-07-08  9:41 am Linda K. Muthen 8 LGCA and warnings 7-07-08  9:42 am Linda K. Muthen 2 Savedata for growth factors 7-28-08  3:00 am Sylvana Robbers 6 Mplus Short Courses August 21-22 at Johns Hopkins 7-29-08  10:55 am Bengt O. Muthen 1 Odds ratio output for LGMM 7-30-08  11:41 am Anthony Mancini 3 Negative Covariate on Negative Slope 5-06-11  9:33 am Bengt O. Muthen 11 Effects of covariates 10-03-09  8:56 am Linda K. Muthen 8 Longitudinal Data Analysis Excercises 8-05-08  2:30 pm Bengt O. Muthen 1 Modeling with Time-Varying Covariates 8-05-08  3:04 pm Bengt O. Muthen 1 Missing Data Analysis Exercise: Pattern-Mixture 8-05-08  3:07 pm Bengt O. Muthen 1 Missing Data Excercise Cont'd: References 8-05-08  3:10 pm Bengt O. Muthen 1 Estimating Power and required Sample in GMM Models 8-21-08  4:01 pm Bengt O. Muthen 2 Time Points Varying Across Students 11-30-09  5:41 pm Bengt O. Muthen 12 Prelim analysis with ANOVA? 8-29-08  8:41 am Linda K. Muthen 2 Missingness in semicontinuous model 9-02-08  11:35 am Bengt O. Muthen 2 Practice or retesting effects 9-20-08  4:36 pm Bengt O. Muthen 7 Graphing growth cuves for different groups 9-23-08  4:46 pm Bengt O. Muthen 2 Growth modeling with many time points 9-27-08  11:08 am Bengt O. Muthen 3 Small sample size 10-03-08  9:03 am Linda K. Muthen 2 Parallel processes with multiple outcomes 11-01-08  3:11 pm Bengt O. Muthen 6 Multiple indicator linear growth models 11-13-08  8:31 am Milena Falcaro 0 Missing at random and covariates 11-21-08  6:04 am Bengt O. Muthen 4 Individual estimates of growth factors in LGM 11-25-08  6:34 am Linda K. Muthen 2 Growth Mixture Modeling with Unbalanced Data 12-05-08  6:25 am Linda K. Muthen 2 Non-convergence with centered data 12-14-08  12:46 pm Bengt O. Muthen 2 Correlated Residuals with Categorical Dependents 12-14-08  3:22 pm Linda K. Muthen 4 Modeling intecept by T0 measure 12-18-08  2:00 pm Bengt O. Muthen 4 Cohort sequential designs 12-18-08  4:24 am Daniel Rodriguez 3 Constraining correlations instead of covariances 8-04-09  9:23 am Linda K. Muthen 10 Covariates at second time point 1-14-09  12:36 pm Bengt O. Muthen 2 Confirmatory GGMM? 1-15-09  11:16 am Jessica Saunders 3 Knownclass 1-26-09  5:01 pm Bengt O. Muthen 9 LGMM with nested data 1-23-09  2:10 pm Anthony Mancini 3 Plotting estimated factors 1-22-09  10:05 pm David S. DeGarmo 3 Entropy and interpretation 1-23-09  5:45 pm Bengt O. Muthen 2 Control variables in longitudinal model 1-27-09  10:42 am Linda K. Muthen 6 Fit ARMA model in latent growth model in Mplus 2-05-09  1:20 pm Bengt O. Muthen 2 LGM with ZIP 2-09-09  11:47 am Daniel Rodriguez 5 Number of observations 5-11-11  3:36 pm Linda K. Muthen 4 Time score estimation and GMM 2-11-09  6:22 pm Bengt O. Muthen 2 Modeling intraindividual variability 4-27-11  5:59 pm Linda K. Muthen 4 Effect size of predictor? 2-16-09  4:59 pm Linda K. Muthen 2 Input question based on LSAY example 2-18-09  5:17 pm Linda K. Muthen 4 Error variance. 2-18-09  10:11 am Linda K. Muthen 2 Effects of trends on levels 2-25-09  9:14 am Bengt O. Muthen 2 Degrees of freedom in example 6.14 3-03-09  1:40 pm Linda K. Muthen 9 CFA & EFA in Multiple indicator growth model 3-09-09  7:00 pm Linda K. Muthen 4 Comparing Type=Mean Structure and Type=Random 3-08-09  7:18 pm Celia Huang 0 MGA in parallel process model 3-10-09  6:32 am JM 2 SAVEDATA command 12-24-11  6:58 am Linda K. Muthen 7 Latent distal regressed onto GGMM 3-13-09  3:31 pm Keri Jowers 13 Error intercorrelations 3-20-09  12:02 pm Bengt O. Muthen 5 TSCORES without "|"? 4-20-09  8:21 am Jon Heron 13 Latent distal/ggmm regression with knownclass 3-21-09  2:47 pm Bengt O. Muthen 2 Longtowide 3-25-09  1:59 pm RAlgesheimer 0 Multiple indicator LGM 4-08-09  9:17 am Linda K. Muthen 6 Regressing covariates on slope 4-05-09  12:41 pm Linda K. Muthen 4 Chi-sq diff testing 4-27-11  7:23 am mihyun park 2 Estimation steps and samples 4-17-09  5:54 pm Bengt O. Muthen 4 How to Obtain Asymptotic Covariance Matrices 8-23-11  11:55 am Linda K. Muthen 6 Too much data? 4-29-09  12:28 pm Jessica Saunders 3 Extreme skew in longitudinal model 4-24-09  3:36 pm Linda K. Muthen 2 Split plot question 5-12-09  9:46 am Linda K. Muthen 7 Survival analysis of two time to event outcomes 12-15-11  11:43 am Linda K. Muthen 4 Partial measurement invariance 5-12-09  8:59 am Linda K. Muthen 2 Error message about untrustworthy standard error 5-14-09  10:32 am Linda K. Muthen 2 Seasonal effects 5-26-09  10:10 am Isaac 3 Longitudindal invariance analysis 8-27-09  2:12 pm Linda K. Muthen 8 Parallel process regress on covariates 5-29-09  5:18 pm Bengt O. Muthen 2 PPM 6-05-09  9:17 am Linda K. Muthen 2 Question about plots 6-05-09  10:21 am Bengt O. Muthen 4 Linear growth model with binary outcome 6-05-09  10:34 am Sarah Dauber 0 Covariates and their interaction terms. 6-08-09  11:35 am Linda K. Muthen 2 Cohort effects 6-29-09  11:00 am Bengt O. Muthen 2 GMM and missings 8-15-09  6:21 am Bella 12 Linear Hypothesis Test? 8-05-09  9:46 am Linda K. Muthen 2 Test for autocorrelation 8-07-09  2:57 pm Linda K. Muthen 4 Positive linear slope, negative quadratic slope 8-10-09  10:50 am Gareth 1 Class specific constraints in LCGA 8-17-09  10:08 am Linda K. Muthen 6 Multiple Groups on a Single Graph 8-14-09  1:14 pm Linda K. Muthen 2 Intercept loadings 8-18-09  7:23 am Linda K. Muthen 2 DTSA - output interpretation 8-24-09  7:21 am Linda K. Muthen 2 Obtaning and comparing predicted values 9-03-09  12:26 pm Kelvin Choi 4 Constraints in a GMM 8-31-09  7:48 am Linda K. Muthen 2 Error trying to plot 8-31-09  1:00 pm Bella 2 Sample and estimated means 9-02-09  5:14 pm Bengt O. Muthen 2 Correlated slopes 4-21-11  8:06 am Bengt O. Muthen 6 Fit indices and stand residus with nonnormal data 9-13-09  12:00 pm Bengt O. Muthen 2 XWITH w/ multi indicator quadratic growth model 9-23-09  6:13 am Linda K. Muthen 2 ALT with explicit residual AR & ALT for Count data 9-25-09  6:32 pm Ilya Yaroslavsky 0 Count as DV 9-25-09  6:34 pm Ilya Yaroslavsky 0 Local solution problem?? 9-28-09  7:53 am Linda K. Muthen 2 Cubic spline model 9-28-11  5:46 pm Bengt O. Muthen 4 Intercept/slope correlations 10-12-09  2:11 pm Amir Sariaslan 4 Regression of slope on intercept 10-06-09  6:15 pm Bengt O. Muthen 2 GMM with standardized variables 10-08-09  6:53 am Jon Heron 3 Predicting Dummy Covariate from LGM Model 10-11-09  1:25 pm Aaron Elkins 6 Individually-varying times of observations? 10-16-09  9:14 am Victor Heh 3 Bootstrap LGC 10-19-09  3:26 pm Linda K. Muthen 2 Integration dimension 10-20-09  11:20 am Linda K. Muthen 2 DTSA Power Analysis 10-21-09  9:49 am Christian M. Connell 4 Growth Model with Latent Predictors 10-29-09  9:29 am Linda K. Muthen 4 Effect size 10-29-09  9:33 am Linda K. Muthen 2 Confidence interval for distal outcome regression 11-05-09  6:41 am Linda K. Muthen 2 Growth curve modeling with multiple imputation 11-05-09  4:26 pm Linda K. Muthen 2 Coupling-Effect - Interpretation 11-27-09  6:19 am Dr. Walter H. Schrei 0 Small sample for LGA? 11-27-09  4:36 pm Linda K. Muthen 2 Problem with variable / Tech4 12-02-09  6:22 am Linda K. Muthen 2 A question about TSCORES 12-04-09  6:43 am Jon Heron 0 Coupling Effects < 0.000 12-04-09  9:52 am Linda K. Muthen 4 Interpretation of results with covariates 2-23-10  4:23 pm Linda K. Muthen 13 GMM with type=complex 12-11-09  6:43 am Linda K. Muthen 2 Parameter as a "function of change" 1-07-10  10:03 am Linda K. Muthen 2 Reordering classes 1-13-10  2:05 am Marianne SB 4 Cross loadings in measurement instrument 1-21-10  10:17 am Bengt O. Muthen 2 Hierachical effects of covariates in parallel GMM 1-27-10  10:58 am Linda K. Muthen 6 Sample selection and missing data 4-07-10  6:16 pm Bengt O. Muthen 13 Model Fit Statistics 2-05-10  9:13 am Linda K. Muthen 6 Contradicting results in GGMM 2-08-10  8:04 pm Linda K. Muthen 2 Longitudinal proportion data 2-10-10  9:09 am Linda K. Muthen 2 First order autoregressive error covariance 2-27-10  6:31 am Bengt O. Muthen 7 Power analysis on Latent Growth Mixture Model 2-12-10  12:39 pm Hong Xian 0 Model warning in LCGA 2-15-10  1:52 am Didi Rhebergen 0 Linear Spline Model 11-06-11  10:16 am Linda K. Muthen 6 GMM Residuals 2-20-10  9:49 am Linda K. Muthen 2 FIi Indices 3-03-10  11:05 am Linda K. Muthen 4 Handling missingness and zeros 2-22-10  8:27 pm Bengt O. Muthen 2 Latent growth modeling of binary outcome in Mplus 3-16-10  5:39 pm Linda K. Muthen 11 Multiple group analysis within GGMM 3-01-10  9:21 am Linda K. Muthen 2 Intraclass Correlation in unconditional means 3-03-10  11:01 am Linda K. Muthen 2 LGCM regression slope on intercept vs. correlation 3-05-10  8:36 am Linda K. Muthen 2 Inequality constraints in a growth model 3-09-10  11:20 am Jon Heron 3 Multicollinearity in LGM 3-18-10  7:13 am Linda K. Muthen 4 Understanding Implications of setting variance 3-19-10  11:22 am Linda K. Muthen 4 When do I use linear growth model? 3-17-10  12:03 pm archangel 0 Error when correlating residuals 3-29-10  9:03 am Linda K. Muthen 2 Mplus versions 4-12-10  5:31 pm Linda K. Muthen 2 Correlation of covariances 4-14-10  8:00 am Linda K. Muthen 2 Receiving estimates to more decimal places 4-21-10  10:57 am Linda K. Muthen 2 Interpretating LGC results for argument 4-26-10  11:45 am Linda K. Muthen 2 Interpretation of Y-axis in parallel GGMM 4-27-10  9:57 am Linda K. Muthen 2 Equivalent models in sequential LGCM 4-28-10  8:21 am Linda K. Muthen 2 Monte Carlo Simulation of Survival Data 5-04-10  11:44 am Tihomir Asparouhov 2 Individually varying occasions with nested models 5-07-10  9:05 am Linda K. Muthen 2 Multiple group growth curve-complete missing data 5-11-10  9:47 am Linda K. Muthen 4 Status change model 5-23-10  11:18 am Bengt O. Muthen 4 Multigroup comparison 9-02-10  7:43 am Linda K. Muthen 4 Calculating Probabilities in growth model 5-22-10  5:31 pm Jodie Ullman 3 Ceiling effect in growth curve analyses 8-10-10  11:59 am Linda K. Muthen 6 Monte Carlo data generation for DTSA power 6-15-10  9:07 am Linda K. Muthen 2 Dynamic #discrete# choice models in MPlus 6-18-10  5:19 pm Bengt O. Muthen 5 Scaling in semi-continuous model 6-18-10  3:48 pm Bengt O. Muthen 2 Parallel growth model and zero cases 6-21-10  11:13 am Linda K. Muthen 2 Survival analysis without time-censoring 6-28-10  11:25 am Tihomir Asparouhov 2 LGCA with (unused) predictors in the dataset 7-09-10  8:29 am Katherine Raczynski 3 Growth factor covariances with quadratic growth 7-15-10  8:01 am Linda K. Muthen 2 Multivariate LGM, growth factor corrs >1.0 7-16-10  10:45 am Linda K. Muthen 5 Modeling trajectory for latent variables 7-22-10  2:26 pm Linda K. Muthen 2 GMM with type=complex 5-18-11  6:48 am Linda K. Muthen 4 GMM with different growth parameters 8-05-10  6:20 am Linda K. Muthen 4 Quadratic growth model with ZIP variables 8-05-10  10:27 am Linda K. Muthen 2 GMM with distal outcome 12-03-10  6:13 pm Linda K. Muthen 17 SINGULARITY OF THE INFORMATION MATRIX 8-10-10  9:56 am Linda K. Muthen 6 Growth: multi-group pretest/postest & clustered 9-03-10  9:24 am Linda K. Muthen 2 GCM with chronological age on x-axis 9-10-10  2:42 pm Rachael Bedford 3 Specifying a second order curve model 9-13-10  9:38 am Linda K. Muthen 2 Incorrect Covariance Coverage 6-01-11  11:24 am Chong M. Chow 3 Incremental Fit Indices 9-20-10  4:26 pm Linda K. Muthen 2 Parallel growth and survival modeling 9-22-10  4:39 pm Amir Sariaslan 3 Latent curve modeling with Couple data 9-23-10  2:38 pm Linda K. Muthen 2 Interaction term with growth trajectory 10-18-10  1:14 pm Linda K. Muthen 2 GMM and multi-level data 10-25-10  11:58 am Linda K. Muthen 4 Growth model with Version 6.0 and Version 5.2 10-21-10  9:57 am Linda K. Muthen 2 Question about data import and ouputs export 10-22-10  9:52 am Linda K. Muthen 4 Warnings about starts value 10-24-10  9:05 am Linda K. Muthen 3 Autocorrelation in a Monte Carlo 10-25-10  12:01 pm Linda K. Muthen 2 Post-Hoc - Differences at Each Time Point 10-25-10  1:50 pm Bengt O. Muthen 2 GMM/LCGA -- non-linear with few time points 11-10-10  11:03 am Bengt O. Muthen 2 Categorial predictor of Latent Growth model 11-17-10  8:17 am Daniëlle Van der Gie 3 Estimated means and variance for LGC models 11-22-10  8:23 am Linda K. Muthen 2 SEM with Cross Sectional-Time Series Data 11-25-10  9:29 am Linda K. Muthen 5 Measurement distance problem 11-27-10  1:04 pm Isaac Galatzer-Levy 5 Multiple indicator LGM - Slope variance 11-30-10  6:44 am Steffen Nestler 4 Class-specific time scores 12-02-10  10:04 am Linda K. Muthen 2 Time unstructured data with two slopes 12-10-10  6:49 pm Bengt O. Muthen 6 Plotting piecewise models 12-08-10  9:41 am Linda K. Muthen 2 Fit indices in complex survey data (TSCORE) 12-09-10  3:18 pm Bengt O. Muthen 4 Planned comparisons of slopes 12-13-10  4:43 pm Wu wenfeng 7 Analysis of change without latent variables 12-15-10  5:20 pm Linda K. Muthen 2 Mediate effect 12-29-10  8:42 am Linda K. Muthen 6 Starting value 12-27-10  6:00 am Linda K. Muthen 4 Multivariate survival analysis 12-30-10  5:51 am Linda K. Muthen 4 Association between a stable slope and an outcome 12-28-10  12:13 pm Kate Stringer 0 Plotting growth curves with varying time scores 2-03-11  6:26 am Gareth 3 Thresholds 2-16-11  6:25 pm Bengt O. Muthen 4 Negative binomial growth model 2-17-11  6:13 am Linda K. Muthen 2 Latent Curve Modeling 3-10-11  8:35 am Linda K. Muthen 2 Categorical indep var in cross-lagged panel 3-14-11  7:05 am Linda K. Muthen 3 Software for plotting growth curves 3-18-11  9:27 am Gareth 1 Measuring over time growth, but not on individuals 3-31-11  12:56 pm Katy Pearce 6 Optimal decision of LRT 4-11-11  10:49 am Linda K. Muthen 17 Process Mixture 4-08-11  8:49 pm Bengt O. Muthen 4 T-Score question 4-14-11  12:09 pm Bengt O. Muthen 5 Modelling change in 2 repeated meausres 9-21-11  8:43 am Xu, Man 13 Adjusted estimated means plot 5-16-11  5:49 am Jon Heron 3 High Correlation Between S and Q 6-01-11  10:38 am Linda K. Muthen 6 Syntax for modeling "holiday effects" 6-09-11  2:13 pm Linda K. Muthen 5 Negative Variance in Growth Factor 6-07-11  6:40 pm Chong M. Chow 3 Recommend and article? 6-06-11  6:20 pm Bengt O. Muthen 2 Covariances vs Correlations 6-09-11  6:55 am Linda K. Muthen 2 Default in GMM 6-16-11  12:44 am Carolin 3 Mixed ANOVA using sampling weights? 6-15-11  10:03 am Linda K. Muthen 2 LONGTOWIDE 6-25-11  12:43 pm Linda K. Muthen 2 Plots when modeling categorical data 6-29-11  10:23 am Linda K. Muthen 2 Covariates with LCGA 7-03-11  10:05 am Linda K. Muthen 2 Increase model fit 9-13-11  9:15 am Linda K. Muthen 4 Two level continuous time survival analysis 1-11-12  8:40 am Bengt O. Muthen 10 Fit data to Zero-inflated Poisson 10-06-11  6:33 am Ruixue Wang 20 Parallel Process and Multi-level Modeling 7-28-11  5:28 pm Bengt O. Muthen 2 Interaction covariates (intercept & slope) 1-08-12  5:04 pm Linda K. Muthen 6 Standard disturbances reporting 8-25-11  8:40 am Linda K. Muthen 2 Latent growth modeling with three time points data 10-17-11  1:05 pm Linda K. Muthen 6 Getting Mplus to properly read data 9-20-11  2:39 pm Linda K. Muthen 2 Why a WITH statement affects the model fit 9-24-11  8:12 am Linda K. Muthen 2 Simulation of overdispersion in LGM 9-25-11  9:33 am Linda K. Muthen 2 Covariances among growth parameters in LGCM 9-29-11  9:17 pm Bengt O. Muthen 4 Effect size & slope var for multiple indicator LGM 10-04-11  4:02 pm Bruce A. Cooper 8 LGM with binary outcomes 10-13-11  1:30 pm Linda K. Muthen 2 Continuous time and unbalanced measurement 10-20-11  9:52 am Bengt O. Muthen 4 Modeling interaction effects in LGCA 10-27-11  6:26 pm Bengt O. Muthen 4 Multicollinearity bivariate autoregressive model 10-20-11  5:29 pm Bengt O. Muthen 4 Growth model for three parallel processes 10-26-11  5:03 pm Bengt O. Muthen 2 Interpret the growth factor means (binary obs var) 11-07-11  10:15 am Oiman Kwok 3 Freed loading growth 11-01-11  5:38 pm Bengt O. Muthen 2 Simulating LGM models 11-23-11  1:19 am Jon Heron 6 Input 12-05-11  9:10 pm pussycat_schnooks@ya 3 Plots 12-08-11  9:49 am Linda K. Muthen 2 Ploting trajectories of multiple subscales 12-11-11  3:49 pm Linda K. Muthen 2 Multilevel piecewise latent growth model 12-12-11  6:22 pm Linda K. Muthen 2 CPROB output 12-12-11  6:18 pm Linda K. Muthen 2 Growth Model Questions 12-19-11  4:28 pm Linda K. Muthen 10 Weighted Analyses 1-09-12  10:51 am Linda K. Muthen 2 The number of characters in input line 1-11-12  8:59 pm Soyoung Kwon 3 TSCORE: time variation only available in wave 3 1-16-12  10:38 am Linda K. Muthen 7 Minimum time points needed for LCGA 1-17-12  2:04 pm Linda K. Muthen 2 RMESA CI 1-17-12  10:20 am Linda K. Muthen 2 Fixing outcome intercepts for parametrization? 2-07-12  7:51 am Dayuma Vargas 5 Latent Interactions in Growth Curve Modeling 1-30-12  1:18 pm April Masarik 3 Mediation Growth Curve Modeling 2-01-12  5:48 am Linda K. Muthen 2 Conditional effects model 2-09-12  6:23 am JM 3 Chi-Square Test for the Baseline Model 2-06-12  8:18 pm Igor Himelfarb 5 Parallel growth curve process: error message 2-06-12  4:29 pm radanielina-hita mar 5 Question on Muthén et al. (2011) 2-08-12  8:11 am Linda K. Muthen 2 Effect size 2-09-12  8:02 am JM 1 Latent Class Growth Anlaysis Quadratic Issue 2-09-12  11:28 am Brian Don 1 Start New Thread

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