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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 2-12-18  11:50 am Janette McDougall 311 Constraining residual variances in growth models with categorical v... 11-16-17  3:34 pm Bengt O. Muthen 53 Meaning of "variance" in LTM when outcome is categorical 10-11-16  12:01 pm Bengt O. Muthen 8 Regressions Among Random Coefficients 6-11-13  2:36 pm Bengt O. Muthen 14 Computing effect sizes of of growth rates 5-25-17  6:46 pm Bengt O. Muthen 38 Model identification 6-14-17  7:59 am Chunhua Cao 84 Growth Models with Censored Data? 2-21-17  8:58 am Ads 98 Power Estimation for Intervention Study 5-21-15  6:42 am Mary M Mitchell 20 Growth model with time-varying variable 10-26-17  1:58 pm Bengt O. Muthen 158 Invariance constraints on factor means 5-15-12  6:37 pm Bengt O. Muthen 10 Data interpretation 4-17-18  4:02 pm Bengt O. Muthen 101 Multi-level Growth Curve Modeling 10-20-17  5:34 pm Bengt O. Muthen 42 Specifying a reg path from inpt to slope 1-31-01  5:19 pm Bengt O. Muthen 4 Sample size in LGM? 10-20-15  6:30 pm Bengt O. Muthen 10 Interpretation of quadratic factor 4-19-18  4:21 pm Bengt O. Muthen 89 Comparing two growth trajectories 8-31-17  6:09 pm Bengt O. Muthen 93 Latent Growth Curve without the same observations 2-05-18  1:27 pm Bengt O. Muthen 23 Std and StdYX coefficients 10-31-16  6:39 am Linda K. Muthen 25 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 1-15-18  1:41 pm Bengt O. Muthen 31 Interpreting output 6-30-15  5:59 am Linda K. Muthen 80 Growth models with age-specific indicators 10-16-09  10:02 am Paul A.Tiffin 11 Confidence Intervals around Growth Curve Trajectories 3-21-17  6:02 pm Bengt O. Muthen 25 Longitudinal binary data 1-26-16  2:48 pm Linda K. Muthen 49 Nonlinear LGM 2-15-18  4:53 pm Bengt O. Muthen 128 Growth Mixture Survival Analysis 12-14-16  12:07 pm Bengt O. Muthen 44 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 10-26-16  4:18 pm Bengt O. Muthen 62 Latent Class Growth Analysis 4-20-18  9:00 am SunYoung Park 238 Interpretation and significance of growth factors 4-26-16  5:29 pm Linda K. Muthen 30 Latent growth model with weight variable 2-10-16  7:42 pm Mike Zyphur 19 Using time-varying predictor of latent class variable 4-13-05  11:55 pm BMuthen 4 Multiple Indicator Growth Model 2-02-16  5:47 pm Bengt O. Muthen 113 Growth modeling with categorical variables 2-05-18  1:22 pm Bengt O. Muthen 101 Time scores associated with slope growth factors 1-26-16  2:47 pm Linda K. Muthen 19 Time-varying covariates 2-15-16  6:41 am Linda K. Muthen 49 Regression paths or correlated residuals between intercept and slop... 5-22-09  5:35 pm Linda K. Muthen 11 Piecewise LGM 9-17-15  6:14 pm Bengt O. Muthen 56 Log odds in growth modeling with categorical data 10-01-04  10:10 am Bengt O. Muthen 4 Variances of growth factors 10-25-16  10:10 am Bengt O. Muthen 69 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 ... 9-15-15  1:41 pm Bengt O. Muthen 9 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 9-20-17  12:51 pm Timothy Allen 23 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) 3-21-13  1:35 pm Linda K. Muthen 10 Missing data 3-12-18  3:40 pm Bengt O. Muthen 37 Factor scores in Growth Mixture Modeling 8-20-14  4:10 pm Linda K. Muthen 12 Initial Status by Treatment Interaction 4-16-14  12:29 pm Bengt O. Muthen 10 Negative variance 8-15-13  1:24 pm Bengt O. Muthen 41 Aggregate Data Growth Modeling and Fixed/Random effects models in E... 3-06-06  10:45 am poker casino411 9 LGM with two groups 2-19-15  10:01 am Linda K. Muthen 15 Monte Carlo Modeling 4-05-18  2:40 pm Bengt O. Muthen 86 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? 12-09-13  12:37 pm Taveeshi Gupta 7 Modeling error structure in growth model. 11-03-17  5:22 pm Bengt O. Muthen 18 References 11-28-03  10:19 am bmuthen 2 Growth modeling of latent repeated measures 7-28-17  5:49 pm Bengt O. Muthen 20 Invariance in observed variables across time 5-13-08  4:25 pm Linda K. Muthen 6 Are slopes hard to predict? 4-14-17  3:59 pm Bengt O. Muthen 4 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 3-13-18  2:22 pm Bengt O. Muthen 42 Two group LGM with categorical data 10-13-11  1:34 pm Linda K. Muthen 8 Multiple cohort 2-19-18  4:41 pm Bengt O. Muthen 110 Constraint of x 4-25-04  7:57 pm bmuthen 4 Effect Size 10-15-10  9:41 am Hanno Petras 10 Piecewise 3-15-18  4:49 pm Bengt O. Muthen 91 RMSEA 5-14-04  9:31 am Linda K. Muthen 2 Parameterization for Parallel & Sequential Growth processes 10-26-16  2:49 pm Bengt O. Muthen 6 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 11-04-17  4:10 pm Bengt O. Muthen 72 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 12-04-15  6:22 am Bengt O. Muthen 11 Graphing growth curves 4-25-17  5:30 pm Bengt O. Muthen 87 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. 6-07-17  1:40 am sed48 9 Fitting LGMs and MLMs and comparing results 10-15-04  10:16 am Linda K. Muthen 10 Cutpoints in Monte Carlo Simulation 1-24-17  2:50 pm Bengt O. Muthen 10 About "individually-varying times of observation" 7-06-17  6:30 am Matthew Constantinou 71 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 8-25-15  7:12 am Linda K. Muthen 4 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 6-28-15  10:30 am Bengt O. Muthen 21 Logistic Growth Trajectories 12-01-04  11:30 am Brett Foley 3 Interaction Model and Fit Indices 12-19-14  6:45 am Linda K. Muthen 12 Interpretation of coefficients in growth model 10-25-16  10:13 am Bengt O. Muthen 12 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 7-27-17  11:33 am Arthur "Trey" Andrew 22 Simple constraints on multigroup mean structure LGM 2-28-05  8:22 am Anonymous 3 Decision on Growth Mixture Model 5-03-14  8:13 pm Michael Lorber 10 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 5-24-17  6:02 pm Bengt O. Muthen 66 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 1-15-16  8:01 am Bengt O. Muthen 14 Equality constraints on the level-1 residual variances with random ... 9-16-15  4:49 pm Bengt O. Muthen 9 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 3-25-15  4:59 pm Bengt O. Muthen 34 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 3-13-14  7:28 am Linda K. Muthen 4 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 2-27-15  10:49 am Bengt O. Muthen 4 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 12-05-16  5:25 pm Bengt O. Muthen 6 Growth of latent variable construct measured by multiple indicators 3-03-14  6:40 am Linda K. Muthen 23 Multiple group parallel process GLM 4-19-15  5:10 pm Bengt O. Muthen 10 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 7-25-12  8:19 am Linda K. Muthen 4 Growth modeling and latent growth curve analysis 4-24-17  11:50 am Bengt O. Muthen 26 Suggestion for Mplus 4 Documentation 9-11-05  7:02 am Linda K. Muthen 2 Non-Positive Definite Psi Matrix 3-12-18  3:39 pm Bengt O. Muthen 97 Which model would be appropriate to my data? 10-01-05  8:16 am bmuthen 2 Theta Matrix--Non positive Definite 9-06-12  9:49 am William Johnston 5 Latent growth factors predicting binary outcomes 7-21-06  8:44 am Bengt O. Muthen 13 Simulation and Growth Modeling 4-13-18  4:18 pm Bengt O. Muthen 6 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 6-17-17  8:38 am Julia Hammett 53 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 3-24-16  3:42 pm Bengt O. Muthen 12 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? 10-27-17  4:41 pm Bengt O. Muthen 8 Time-varying covariates in GMM 5-17-12  1:57 pm Linda K. Muthen 13 Latent Growth Curve modeling - some Questions 4-05-18  5:52 pm Bengt O. Muthen 45 Class membership in LGC mixture modelling? 1-01-06  12:15 pm Linda K. Muthen 3 Z-scores in LGM 12-08-15  6:08 pm Bengt O. Muthen 10 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 1-08-15  7:11 pm Bengt O. Muthen 6 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 6-10-15  6:23 am Linda K. Muthen 12 Unbalanced data 4-23-16  9:39 am Bengt O. Muthen 10 Graphical display 3-16-18  3:43 pm Bengt O. Muthen 5 Interaction between two slopes 4-02-13  10:15 am Bengt O. Muthen 8 Natural log transformation in growth model 2-19-18  4:35 pm Bengt O. Muthen 11 Can Mplus 4 estiamte piecewise Gompertz model? 2-28-06  4:20 pm bmuthen 4 Survival Mixture Analysis 4-05-12  1:40 pm Linda K. Muthen 22 LGC for 3-group RCT 4-07-15  10:54 am Bengt O. Muthen 7 Model fit indices for two-part growth model 11-09-12  2:25 pm Linda K. Muthen 12 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? 9-12-12  6:51 am Jon Heron 15 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 9-11-17  11:39 am Linda K. Muthen 20 Growth model output 4-20-06  11:39 am Linda K. Muthen 2 Multiple group LGM -- some questions 4-02-18  3:33 pm Bengt O. Muthen 69 Lgm with missing data 2-28-16  5:46 pm Djangou C 13 Multiple mediation analysis 5-04-06  2:32 pm Linda K. Muthen 2 Multilevel growth model (three-level model) ... 2-29-12  8:13 pm Bengt O. Muthen 30 Baseline by Tx Interactions in LGM 5-24-06  5:58 am Antonio A. Morgan-Lo 5 Interactions in zero-inflated poisson LGCM 3-18-14  1:38 pm Linda K. Muthen 7 Simultaneous growth model-Complex survey data 5-30-06  2:43 pm Linda K. Muthen 2 Wlsmv estimation 10-19-16  5:45 pm Bengt O. Muthen 6 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 8-01-14  10:56 am Linda K. Muthen 26 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 8-18-16  6:00 pm Bengt O. Muthen 6 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 12-14-15  5:05 am Jon Heron 9 Power analysis for GGMM with distal outcome 3-31-08  2:31 pm Linda K. Muthen 10 Growth factor intercepts vs means 5-03-15  12:37 pm Bengt O. Muthen 16 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 6-26-14  2:27 pm Bengt O. Muthen 12 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 9-04-13  3:18 pm Bengt O. Muthen 4 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 2-13-13  3:56 pm Linda K. Muthen 14 Integration Points 12-01-06  9:42 am Linda K. Muthen 2 Singularity in covariance matrix 3-08-15  9:27 am Bengt O. Muthen 22 Problems with Parameter Estimates 10-07-16  4:41 pm Bengt O. Muthen 6 Multiple group growth modeling 5-29-17  5:50 pm Bengt O. Muthen 35 Effect of the dependence on the invariance tests 12-04-06  11:47 pm cui bunny 0 GMM vs. LCGA - interpretation of classes 4-22-18  10:16 am Bengt O. Muthen 26 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 7-29-14  7:35 am Jonathan Larson 7 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 8-10-17  4:37 pm Bengt O. Muthen 15 (ALT) Models: How To? 6-07-17  6:06 pm Bengt O. Muthen 39 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 9-21-13  11:44 am Linda K. Muthen 12 Very unequal time intervals 10-21-13  3:04 pm Linda K. Muthen 21 Two-part growth model with continuous data 4-19-16  3:50 am Philipp Jugert 22 Is TSB2 implented in MPlus 2-13-07  8:41 am Linda K. Muthen 2 (L)LCA vs GMM 3-13-16  8:12 pm Bengt O. Muthen 7 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 6-12-17  6:10 pm Bengt O. Muthen 11 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 6-30-15  6:01 am Linda K. Muthen 22 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 2-16-16  6:48 pm Bengt O. Muthen 4 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 1-07-18  4:39 pm Susan Collins 14 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 4-19-18  10:01 pm JIKIM 21 GGMM equations for ordered & continuous 5-03-07  8:03 am Bengt O. Muthen 2 Lcgm and binary outcome 2-10-15  2:11 pm Bengt O. Muthen 30 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 8-29-17  5:09 pm Bengt O. Muthen 6 Non-parametric GMM 10-25-12  1:19 am Daniel Seddig 5 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 6-05-15  12:06 pm J.D. Haltigan 42 Growth model using zero-inflated poisson model 10-03-17  5:04 pm Bengt O. Muthen 17 GMM and Plotting Both Sample and Estimated Means 2-22-12  1:24 pm Linda K. Muthen 19 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 3-30-18  1:47 pm Bengt O. Muthen 20 Model fit 9-24-13  11:33 am Linda K. Muthen 33 Latent growth curve code 1-15-14  10:42 am Bengt O. Muthen 8 COVARIANCE MATRIX NOT POSITIVE DEFINITE 3-05-16  12:48 pm Linda K. Muthen 10 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 4-28-13  9:59 am Linda K. Muthen 10 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 3-26-12  8:09 am Linda K. Muthen 16 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 2-06-18  3:13 pm Bengt O. Muthen 17 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 6-11-12  11:31 am Alain Girard 8 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 12-21-17  6:59 pm Cristina Ramirez 25 Testing for intervention effects in LGMs 2-18-16  5:03 pm Bengt O. Muthen 36 Two-part modeling 9-20-16  5:56 am Linda K. Muthen 47 Random Starts 2-08-15  11:28 am Linda K. Muthen 11 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 10-23-14  8:42 am Sebastian Teran Hida 7 Question for chi-square test model fit 3-21-14  9:50 am Linda K. Muthen 8 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 12-21-16  5:59 pm Bengt O. Muthen 9 Slope Growth Factor 6-16-08  9:29 am Linda K. Muthen 6 Interpreting Linear and Quadratic Slope 12-05-16  5:50 pm Bengt O. Muthen 13 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 1-27-16  3:23 pm Bengt O. Muthen 9 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 4-09-17  7:41 am Linda K. Muthen 12 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 12-14-16  6:48 am Linda K. Muthen 10 Syntax for curvilinear effects 5-20-11  11:01 am Linda K. Muthen 4 GMM and multiple indicators 7-31-14  9:19 am Linda K. Muthen 11 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 12-15-15  5:55 am Linda K. Muthen 13 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 2-23-18  11:17 am Bengt O. Muthen 18 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 11-24-17  11:51 am Bengt O. Muthen 21 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 10-03-17  11:48 am Bengt O. Muthen 14 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? 10-12-17  5:33 pm Bengt O. Muthen 4 Missingness in semicontinuous model 9-02-08  11:35 am Bengt O. Muthen 2 Practice or retesting effects 5-28-15  2:03 pm Bengt O. Muthen 9 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 12-03-14  4:45 pm Bengt O. Muthen 6 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 6-27-12  9:02 pm Bengt O. Muthen 12 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 6-06-15  3:16 pm Eric Deemer 10 Plotting estimated factors 1-11-18  4:31 pm Bengt O. Muthen 5 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 3-15-18  5:02 pm Linda K. Muthen 28 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 "|"? 11-21-12  1:00 am Jon Heron 16 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 9-28-13  7:44 am Brianna H 7 How to Obtain Asymptotic Covariance Matrices 1-25-18  12:53 pm Bengt O. Muthen 14 Too much data? 4-29-09  12:28 pm Jessica Saunders 3 Extreme skew in longitudinal model 6-27-17  5:57 pm Bengt O. Muthen 4 Split plot question 5-12-09  9:46 am Linda K. Muthen 7 Survival analysis of two time to event outcomes 10-21-15  3:44 pm Bengt O. Muthen 11 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 3-09-18  12:31 am Daniel Brown 20 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 3-13-18  4:23 pm Nour Azhari 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 10-15-14  2:50 pm Bengt O. Muthen 8 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 11-09-17  6:10 am Linda K. Muthen 22 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 4-13-16  4:24 pm Bengt O. Muthen 8 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 7-13-12  7:54 am Carolin 12 Intraclass Correlation in unconditional means 2-04-15  3:24 am Ahmad Adeel 5 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 2-07-14  4:09 pm Bengt O. Muthen 8 Multigroup comparison 9-02-10  7:43 am Linda K. Muthen 4 Calculating Probabilities in growth model 1-15-15  4:39 pm Bengt O. Muthen 5 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 2-01-17  4:22 pm Bengt O. Muthen 15 Scaling in semi-continuous model 6-18-10  3:48 pm Bengt O. Muthen 2 Parallel growth model and zero cases 4-07-12  9:06 am Tor Neilands 9 Survival analysis without time-censoring 4-11-18  1:47 am Boliang Guo 7 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 4-26-12  1:47 pm Linda K. Muthen 5 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 10-15-14  5:15 pm Thomas Eagle 8 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 2-09-15  9:14 am Linda K. Muthen 5 Thresholds 2-16-11  6:25 pm Bengt O. Muthen 4 Negative binomial growth model 6-23-13  1:19 pm Daniel Seddig 5 Latent Curve Modeling 3-10-11  8:35 am Linda K. Muthen 2 Categorical indep var in cross-lagged panel 2-17-18  12:04 pm Bengt O. Muthen 37 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 9-14-17  8:47 am Jon Heron 11 Modelling change in 2 repeated meausres 3-09-17  1:22 pm M. Howland 14 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 7-12-12  10:04 am Linda K. Muthen 4 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) 1-29-15  2:01 pm Bengt O. Muthen 8 Standard disturbances reporting 8-25-11  8:40 am Linda K. Muthen 2 Latent growth modeling with three time points data 12-12-16  10:36 am Bengt O. Muthen 8 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 7-12-13  10:20 am Linda K. Muthen 7 Modeling interaction effects in LGCA 10-27-11  6:26 pm Bengt O. Muthen 4 Multicollinearity bivariate autoregressive model 10-01-13  3:54 am SocialPsychology 12 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 9-02-14  9:55 am Linda K. Muthen 13 Mediation Growth Curve Modeling 2-01-12  5:48 am Linda K. Muthen 2 Conditional effects model 2-11-12  4:46 pm Linda K. Muthen 4 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 2-10-12  10:14 am Linda K. Muthen 2 Latent Class Growth Anlaysis Quadratic Issue 2-10-12  10:06 am Linda K. Muthen 2 MIMIC LGM Model 2-27-12  11:30 am Linda K. Muthen 6 Olsen and Schafer(20010 method and TSCORES option 2-19-12  3:11 pm Linda K. Muthen 2 Psi matrix troubles 2-24-12  11:21 am Linda K. Muthen 6 Covariance matrix - toplix or homogeneous? 2-22-12  2:19 pm Bengt O. Muthen 3 ML-GMM with different within-level variables? 2-26-12  11:07 am Linda K. Muthen 4 Significant slope with WLSMV but not MLR estimator 2-29-12  2:26 pm Linda K. Muthen 3 How to interpret the mean of stvc? 10-31-17  3:14 pm Jennie Jester 15 Growth model and covariate adjustment 3-10-12  9:16 am Linda K. Muthen 2 J-shaped Likert items/scales 3-18-12  9:46 am Linda K. Muthen 2 No growth 3-22-12  9:02 am Linda K. Muthen 2 Plausible values with varying times of observation 3-27-12  2:55 pm Linda K. Muthen 2 Coefficient changes when introducing MGA to PPM 1-07-14  12:26 pm Linda K. Muthen 4 Set Bayesian Priors in LGM 12-11-16  12:12 pm Bengt O. Muthen 17 How to interpret continuous-time survival analysis 4-13-12  8:26 am Linda K. Muthen 2 Number of INTEGRATION 5-21-17  7:20 am Linda K. Muthen 13 Interpreting GGMM error messages (various) 4-16-12  12:44 pm Thomas Wicker 0 Significant effect on insignificant slope? 4-17-12  10:24 am Linda K. Muthen 2 Nested model 4-17-12  5:47 pm Bengt O. Muthen 2 GMM Introduction & Sample Size 4-25-12  11:05 am Linda K. Muthen 2 Add latent covariate to Level and Shape Model 5-03-12  11:44 am Linda K. Muthen 2 Growth process in meal composition study 5-07-12  7:21 am Nicola Spiller 3 Model fits linear latent growth model 5-07-12  7:55 am Linda K. Muthen 2 Moderation in a Growth model for two processes 1-12-18  5:11 pm Bengt O. Muthen 7 Growth modeling with data missing by design 7-09-12  8:47 pm Bengt O. Muthen 8 Predictors of decline 5-16-12  9:15 am Alex K. 0 Univariate ALT model 6-04-12  5:44 pm Bengt O. Muthen 4 Growth curve multilevel modeling 9-30-15  10:04 am Bengt O. Muthen 13 Multilevel growth modeling 12-29-17  8:37 am Linda K. Muthen 10 GMM: Fixing Common Intercepts with Random Slopes 6-14-12  11:27 am Linda K. Muthen 4 LGM interpretation 6-21-12  3:43 pm Linda K. Muthen 2 Bootstrapped standard errors 6-27-12  11:15 am Daniel Rodriguez 6 Correlations > 1 7-12-12  10:01 am Linda K. Muthen 4 Monte carlo study with GMM 7-10-12  6:04 pm Gary Chan 5 LGM with "underdispered" count data 7-10-12  6:55 pm cathy labrish 3 Mod index of an indicator ON itself 7-15-12  9:49 am Linda K. Muthen 2 Equality constraints in cohort sequential design 9-27-13  10:52 am Linda K. Muthen 5 Second order growth model 10-23-15  6:53 am Artemis 11 Getting SRMR in a cohort sequential model 7-27-12  3:15 pm Linda K. Muthen 4 Missing outcome and classification quality 8-03-12  12:06 pm Linda K. Muthen 2 Finding breakpoint in a piecewise model 8-09-12  10:38 am Linda K. Muthen 2 Multiple group multiple cohort growth model query 9-12-12  6:56 am Linda K. Muthen 7 Intercepts in orderered logit 9-10-12  10:14 am Linda K. Muthen 2 Multiple Indicator Linear Growth Model 9-10-12  2:25 pm Bengt O. Muthen 4 SEM with latent growth 9-19-12  12:01 pm Linda K. Muthen 2 Multiple group analysis for count outcome LGC 9-19-12  3:46 pm Linda K. Muthen 2 Randomized Clinical Trial 10-02-12  10:32 am Linda K. Muthen 5 Why slope variance changes in growth models 12-06-12  8:35 am Bengt O. Muthen 7 Time varying covariates 12-13-12  3:20 pm Donald A. Lloyd 8 Parallel process model with interations 11-02-12  1:54 pm Linda K. Muthen 2 Pre post data with pre post mediator 8-13-13  9:10 am Linda K. Muthen 4 LCGM with covariates 11-15-12  9:04 am Linda K. Muthen 2 Correlations with covariates 11-22-12  8:20 am Linda K. Muthen 2 Simultaneaous MODEL TEST statements vs one 12-04-12  11:09 am Bengt O. Muthen 4 Zero-class in LCGA with categorical outcomes 12-11-12  4:02 pm Jacqueline Homel 3 Zero-inflated model w/ categorical covariate 12-10-12  6:54 pm Brianna H 3 Parallel process count and continuous outcomes 1-16-15  1:25 pm Linda K. Muthen 6 Reporting negative binomial LGM results 11-22-16  5:28 pm Bengt O. Muthen 8 A negative variance/residual variance for i? 12-27-12  12:13 pm Ping Li 3 Conditional Model 4-18-13  7:51 am Carolin 18 Higher-order Multivariate growth curve models 1-07-13  12:09 pm Linda K. Muthen 3 Individually time-varying measurements 1-08-13  3:09 pm Bengt O. Muthen 2 Multilevel LGC with unequal time intervals 1-14-13  6:06 am Linda K. Muthen 6 Measurement invariance bi-factor growth model 1-18-13  3:06 pm Bengt O. Muthen 4 Matched case-control analysis. 1-31-13  8:56 am Bengt O. Muthen 2 Observed by latent variable interaction 12-15-14  5:12 pm Bengt O. Muthen 5 Time points for Cubic GMM 11-10-17  4:45 pm Bengt O. Muthen 17 Mid-point intercept in growth curve analysis 2-08-13  6:05 am Linda K. Muthen 2 Meaning of WITH on %BETWEEN% level? 2-12-13  12:01 am Bertolt Meyer 3 Dummy-Coded Predictors 2-15-13  2:13 pm Bengt O. Muthen 2 Reading CSV into Mplus 2-15-13  8:08 am Aron Lindberg 0 Getting posterior class probabilities for cases? 2-15-13  8:11 am Aron Lindberg 0 Large variances 3-04-13  7:36 pm Jan Newman 3 Non significant VLMR concerns 2-10-17  4:00 pm Bengt O. Muthen 7 Non-Linear Constraint in Survival Analysis 3-12-13  11:46 am Linda K. Muthen 4 Fixing residual variance to zero 3-26-13  6:08 am Linda K. Muthen 4 Individual varying times of observation 12-15-13  11:01 am Bengt O. Muthen 6 Possible incorrect assignment to class 3-21-13  1:34 pm Linda K. Muthen 2 Structure of data for LGC modeling 3-24-13  10:22 am Bengt O. Muthen 2 Relating three sets of classes in Mplus 4-03-13  4:43 pm Linda K. Muthen 5 Predicting Future Observations 4-09-13  1:52 pm Linda K. Muthen 7 Attrition analysis 4-12-13  10:37 am Linda K. Muthen 2 LGM with time varying covariates 1-19-18  11:43 am Bengt O. Muthen 7 Intercept with slope is not significant 4-30-13  7:30 am Iris Au 6 Competing Risk Model 4-26-13  12:46 pm Brian Rickard 3 Use Growth Curves for Imbalanced Crossover Design? 5-28-13  1:30 pm Linda K. Muthen 2 Person fit? 5-31-13  8:45 am Bengt O. Muthen 4 Relative vs. absolute differences 6-07-13  1:00 pm Bengt O. Muthen 2 Modeling Outcomes of Change 6-12-13  8:41 am Bengt O. Muthen 2 Plots for Growth Curves Mplus 7.1 6-13-13  6:36 am Linda K. Muthen 2 Individual vs multigroup model fit 6-13-13  11:43 am Jaclyn Weisman 0 Interpret coefficients for regression w/intercept 6-21-13  4:19 pm Linda K. Muthen 2 Zero-inflated data in LCGA 6-21-13  3:47 pm Bengt O. Muthen 2 Interaction in Growth Modeling 7-02-13  6:02 pm Bengt O. Muthen 4 Item intercepts in bi-factor model 7-02-13  7:46 am Xu, Man 3 Conditional LCGA/GMM with missing data 7-09-13  8:52 am Linda K. Muthen 5 Plot: estimated mean and estimed individual values 7-11-13  7:36 am Bengt O. Muthen 2 Multiple group analysis 7-31-13  11:32 am Linda K. Muthen 2 Plots 8-01-13  10:45 am Linda K. Muthen 2 Hierarchical IRT model 8-02-13  8:13 am Bengt O. Muthen 2 Bracketed Factor? 8-02-13  1:38 pm Jim Hamilton 3 Significance Testing of Variance Components 8-09-13  11:59 am Igor Himelfarb 5 Indirect effect of parallel process of LGM 8-07-13  4:00 pm Bengt O. Muthen 2 Moderators in LGM 8-13-13  10:34 am Bengt O. Muthen 2 Negative residual variance 9-01-13  3:26 pm Daniel Rodriguez 3 Parallel process GMM - Z scores? 9-20-13  12:04 pm Linda K. Muthen 6 GMM - including covariates or not? 9-12-13  1:29 pm Linda K. Muthen 2 Interpretations of interactions in LGCM 9-24-13  11:34 am Linda K. Muthen 4 Fixing non-significant slopes - or not? 9-21-13  11:53 am Linda K. Muthen 2 Bivariate latent growth with latent moderation 9-24-13  11:35 am Linda K. Muthen 2 Constrain TSCORES in a Monte Carlo Growth Model 9-27-13  3:48 pm Linda K. Muthen 9 Effect size for within subject longitudinal change 9-27-13  10:54 am Linda K. Muthen 4 GMM - variance of slope is fixed to be 0 9-26-13  10:22 am Linda K. Muthen 2 Procedure for parallel process GMM 10-01-13  1:35 pm Linda K. Muthen 6 Constraining slopes to equality 9-25-13  3:24 pm Linda K. Muthen 2 Loglikelihood for H0 in VLMR and BLRT tests 10-07-13  11:23 am Linda K. Muthen 2 New 3-step approach for GMM with covariates 6-03-16  5:56 pm Bengt O. Muthen 8 Problems using a continuos covariate in GMM 10-17-13  8:26 am Linda K. Muthen 8 Differing number of response categories 10-09-13  10:19 am Linda K. Muthen 2 Zero inflated variables in a GMM 10-20-13  7:35 am Linda K. Muthen 4 Zero class in a Two-part GMM 10-21-13  5:05 pm Linda K. Muthen 4 Joinpoint analysis? 10-21-13  5:00 pm Linda K. Muthen 2 Piecewise 11-10-13  11:58 am Linda K. Muthen 6 Time points in mean trajectory curves 11-08-13  1:27 pm Linda K. Muthen 2 Modeling longitudinal biomarker profiles 11-15-13  4:56 pm Bengt O. Muthen 5 LGM with large data set 11-13-13  1:19 pm Linda K. Muthen 4 Centering of Factor Loadings; Effect on Chi-Square 11-14-13  9:01 am James Algina 3 Factor scores with repeated measures 11-18-13  7:49 am Linda K. Muthen 4 Significance of growth factors 11-24-13  3:33 pm Bengt O. Muthen 2 Different output Mac vs. Windows 12-02-13  5:35 am Linda K. Muthen 2 Mover Stayer Single Variable Model 8-06-14  2:23 pm Bengt O. Muthen 4 Covariances with multiple time varying covariates 12-13-13  4:38 pm Bengt O. Muthen 2 Sample size for latent class growth analysis 12-18-13  10:36 am Bengt O. Muthen 6 Correlation analysis for longitudinal variables 12-16-13  8:45 am Linda K. Muthen 2 Discontinuous Modeling 12-24-13  5:18 pm Bengt O. Muthen 10 GMM with mothers and children 2-07-14  2:39 pm Andrea Norcini Pala 14 Constraints for Correlated Uniquenessess 12-21-13  9:17 am Linda K. Muthen 3 Cross-lagged models 3-27-18  10:32 am Bengt O. Muthen 28 2 Part LGM Correlation between 2 latent variables 1-10-14  4:16 pm Bengt O. Muthen 4 Exporting class membership in GMM 1-14-14  6:27 am Linda K. Muthen 6 Dyadic LGM 1-30-14  3:14 pm Danyel A.Vargas 11 GMM with Multiple Continuous Outcomes 1-31-14  9:37 am Linda K. Muthen 2 Adjusted estimated means for parallel processes 2-02-14  10:23 am Linda K. Muthen 2 How can LCA predict the future? 1-09-15  4:13 pm Bengt O. Muthen 11 Growth Curve&Pattern Mixture Model: Interpretation 2-12-14  2:31 am Anna Radkovsky 3 Missing p-value in conditional growth model 2-20-14  10:18 am Linda K. Muthen 2 Parallel piecewise growth w/ estimated time scores 2-25-14  11:42 am Bengt O. Muthen 5 Model constraint and MLR 2-27-14  12:53 am Jon Heron 3 Growth model combined with formative indicators 3-14-14  12:37 pm Bengt O. Muthen 3 Can I reference your online course material? 3-24-14  2:11 am Jon Heron 3 Lagged effects 3-23-14  12:15 pm Bengt O. Muthen 2 Dichotomized variables in the latent growth model 3-27-14  2:54 pm Bengt O. Muthen 2 Model Fit Bootstrap P-Value 4-03-14  5:01 pm Tihomir Asparouhov 2 Latent class linear mixed model? 4-10-14  2:04 pm Linda K. Muthen 4 Unconditional LGM un- versus standardized variable 6-05-15  9:19 am Bengt O. Muthen 10 3-step manual calculation 7-06-17  12:30 am Kiki van Broekhoven 11 Chi-square difference testing 4-21-14  3:29 pm Linda K. Muthen 2 Exploratory Latent Growth Models 4-27-14  7:09 pm Mahdi 5 Testing slope variance 5-07-14  4:40 pm Oxnard Montalvo 7 LCGM OR GMM 10-02-15  7:58 am Bengt O. Muthen 10 Sequential GMM 5-12-14  10:01 am Linda K. Muthen 2 Allowing correlations with residuals 5-13-14  1:38 pm Bengt O. Muthen 5 Control variables - 3 years follow-up study 6-04-14  2:43 pm Linda K. Muthen 18 Searching for the right modeling approach 5-31-14  10:11 am Linda K. Muthen 4 Joint latent class analysis 6-01-14  10:45 am Bengt O. Muthen 4 ZIP GMM with 1 zero class 6-02-14  5:15 pm Bengt O. Muthen 2 GMM with predictor covariates and distal outcomes 10-19-16  5:46 pm Bengt O. Muthen 34 Mediated effects of slope 6-03-14  5:50 pm Bengt O. Muthen 2 TECH11 and TECH14 in Bayes Growth Mixture Model 6-05-14  6:32 pm Bengt O. Muthen 2 Latent class mixture fitting for longitudinal data 6-06-14  5:18 pm Linda K. Muthen 2 Effectivity intervention:comparison between groups 6-23-14  4:09 pm Linda K. Muthen 3 Latent growth model with moderation 6-26-14  3:09 am Curtis Chen 5 Binary growth model: crashing w/no diagnostics 6-24-14  11:34 am Bengt O. Muthen 2 Identifying members of classes in GMM 6-26-14  2:24 pm Linda K. Muthen 2 Longitudinal polytomous IRT growth curves 6-28-14  6:59 pm Bengt O. Muthen 2 Logit values for GMM models in V7.2 8-07-14  1:43 pm Bengt O. Muthen 8 Two-part latent growth modeling with two groups 7-31-14  4:16 pm Bengt O. Muthen 9 Outputting posterior probabilities 8-01-14  3:34 pm Linda K. Muthen 2 Growth for a repeated latent class measure 8-05-14  2:53 am Jon Heron 3 Effect sizes of linear trends 8-08-14  11:57 am Bengt O. Muthen 2 GMM for skewed positive dependent variable 8-08-14  4:15 pm Bengt O. Muthen 2 The role of coding time in growth curve models 8-09-14  12:26 pm Linda K. Muthen 2 Computing Variance Using Model Constraint 8-16-14  8:26 am Bengt O. Muthen 6 Error intercorrelation 8-27-14  11:30 am Linda K. Muthen 2 Mediation analysis in latent growth curve model 9-19-14  6:04 am Bengt O. Muthen 5 Different results from different versions 9-04-14  3:50 pm Bengt O. Muthen 2 Trajectory modeling of nominal data in MPlus 9-10-14  5:21 pm Bengt O. Muthen 2 Observed or latent covariates 9-12-14  6:14 pm Bengt O. Muthen 2 MILM with dropouts and WLSMV estimation 9-17-14  9:19 am Bengt O. Muthen 2 Significance of covariates 11-12-14  3:12 pm Bengt O. Muthen 6 What analysis to use with 2 timepoints 1 variable? 2-02-15  10:44 am Bengt O. Muthen 14 Comparing means at each timepoint within an LGM 9-24-14  4:38 pm Bengt O. Muthen 2 Standardized output for Latent Growth Model 5-27-15  1:54 pm Jaime Puccioni 6 Model not running after updating version 10-20-14  11:55 am Linda K. Muthen 2 Different output using parameter labels 11-11-14  1:25 pm Linda K. Muthen 4 Number of latent classes 11-12-14  11:33 am Linda K. Muthen 2 Mediation with LGCM 11-12-14  3:13 pm Bengt O. Muthen 2 Limitation to Latent Transition Analysis 11-15-14  2:42 pm Bengt O. Muthen 2 LTA with continuous indicators 10-07-17  3:22 pm Anshuman Sharma 15 Plotting trajectories continuous data 12-04-14  2:58 pm Bengt O. Muthen 6 Conditional Multivariate Change 12-01-14  10:36 am Linda K. Muthen 3 Ssd Chemical for cleaning black Dollars, euros, 12-05-14  2:07 am Jackson 0 Coding of slope coefficients in conditional LGCM 1-08-15  8:28 pm Tor Neilands 5 Binary Growth Model 1-05-15  5:20 pm Bengt O. Muthen 2 GGMM with synthetic cohort data 1-23-15  2:04 pm Luther Elliott 3 Two data points 1-24-15  11:04 am Linda K. Muthen 2 Parallel Process LGM 8-05-15  1:56 pm Linda K. Muthen 8 GMM with combined cluster and knownclass commands 2-08-15  12:51 pm Jordan Silberman 10 Individually varying time points of measurements 2-07-15  4:54 pm Bengt O. Muthen 6 Importing data 2-18-15  11:16 am Linda K. Muthen 2 Error in covariate 2-23-15  9:46 am Linda K. Muthen 2 LCA vs LCGA/GMM Comparison 3-11-15  6:34 pm Bengt O. Muthen 3 GMM with categorical outcome 3-18-15  3:38 pm Corinna 3 Error when adding quadratic slope 4-12-15  5:23 pm Bengt O. Muthen 10 GMM conditional model 4-02-15  1:29 pm Bengt O. Muthen 4 LGM with SEM VS. Multilevel Modelin 4-05-15  2:59 pm Bengt O. Muthen 2 Equality constraints for growth parameters 4-06-15  7:41 am Linda K. Muthen 2 BOOTSTRAP CIs and parameter estimates 4-07-15  7:41 am Bengt O. Muthen 2 General questions GMM 7-07-17  7:39 am Kiki van Broekhoven 9 Conditional growth curve 4-12-15  5:36 pm Bengt O. Muthen 2 Second order growth model with shifting indicators 4-13-15  4:22 pm Linda K. Muthen 3 Introducing covariate into GMM 4-22-18  4:21 pm Katharine Buek 8 Missing means 4-23-15  12:15 pm Linda K. Muthen 2 Novice. HLM data? 4-27-15  3:27 pm Bengt O. Muthen 2 GMM/LCGA to predict distal LATENT outcome 4-29-15  9:25 am Linda K. Muthen 6 Nonrecursive growth model 5-01-15  1:49 pm Bengt O. Muthen 2 TYPE=RANDOM 5-05-15  10:27 am Linda K. Muthen 2 Plots in GMM with categorical outcome 5-07-15  9:52 am Bengt O. Muthen 4 Multiple group longitudinal analysis 9-28-16  5:49 pm Bengt O. Muthen 6 GMM with binary outcome 5-25-15  3:19 pm Bengt O. Muthen 2 LGC Model Non-Convergence 5-28-15  2:19 pm Rebecca M Sacks 3 Longitudinal CFA 3-28-16  2:56 pm Ryan Krone 15 Freeing intercept and slope with binary outcome 6-07-15  6:27 am Linda K. Muthen 4 Age as time varying covariate? 6-25-15  6:45 am Dan 5 Gmm and starting values 6-18-15  12:06 pm Bengt O. Muthen 2 Basis coefficients 6-19-15  10:46 am Linda K. Muthen 2 Meaning of variance in binary outcome 6-23-15  10:54 am Linda K. Muthen 4 Data of Mplus example 8.1 6-25-15  5:15 pm Chang, WEN-YI 3 Launch Model with Categorical Contrasts 6-28-15  10:32 am Bengt O. Muthen 3 Random rate effect in non-linear growth model 7-02-15  6:18 pm Bengt O. Muthen 2 Plots in conditional models with binary outcome 8-11-15  1:46 pm Bengt O. Muthen 7 Cross-domain LGM - minimum data waves per person 8-17-15  6:53 pm Bengt O. Muthen 6 Warning GMM 9-30-16  3:46 pm Bengt O. Muthen 10 Auxiliary DCAT - Probabilities Across Classes 9-09-15  12:20 pm Tracy 9 Multiple imputations and covariates for GMM 9-08-15  5:55 pm Bengt O. Muthen 8 Cross-lagged model with two time points 9-06-15  1:42 pm Bengt O. Muthen 2 Fixing classes 9-10-15  3:05 pm Bengt O. Muthen 2 Predictors on intercept and slope 9-15-15  1:42 pm Linda K. Muthen 4 Growth factors as predictors in Regression 9-23-15  11:18 am Bengt O. Muthen 2 GMM with covariate 9-24-15  10:51 am Linda K. Muthen 4 Starting Values GMM 9-25-15  6:31 am Linda K. Muthen 2 Conditional GMM 10-02-15  8:03 am Bengt O. Muthen 2 Compound symmetry 10-05-15  5:22 pm Bengt O. Muthen 9 GMM and auxiliary variables 12-03-15  6:49 am Bengt O. Muthen 5 Cross-domain LGM 10-22-15  7:03 pm Bengt O. Muthen 2 Multilevel Growth Mixture Modeling Syntax 11-12-15  6:04 pm Bengt O. Muthen 8 Accelerated Cohort Design (example 6.18) 2-06-18  5:57 am Jon Heron 18 Growth curve model with binary outcome 11-27-15  8:02 am Linda K. Muthen 4 Bootstrapping 11-27-15  8:57 am Linda K. Muthen 2 Multiple Group Intercepts Interpretation 12-27-15  1:03 pm Bengt O. Muthen 2 Calculate pooled standard deviation from TECH4? 12-28-15  4:45 pm Rulph S 3 Latent growth curve model issues 1-19-16  11:26 am Bengt O. Muthen 2 Question about covariates 2-12-16  6:46 am Bengt O. Muthen 2 Latent Growth Curve Model with Moderation 3-03-16  7:00 pm Linda K. Muthen 6 Growth modeling with within-subjects variables 3-06-16  10:49 am Linda K. Muthen 8 MAR and Type=RANDOM with AUXILIARY 2-26-16  3:05 pm Bengt O. Muthen 2 TSCORES documentation 3-01-16  11:56 pm Jon Heron 5 Appropriateness of my data 3-05-16  5:21 am Ismail S 5 Error Message - Unknown group name 3-10-16  4:52 pm Linda K. Muthen 4 Testing longitudinal invariance 3-28-16  5:08 pm Linda K. Muthen 6 Poor fitting model but significant results? 4-12-16  12:06 pm Samantha 3 Generalized linear mixed modeling (GLMM) 4-27-16  11:32 am Linda K. Muthen 5 Random Intercept, No slope - Plots 5-01-16  2:46 am Kieran Ayling 3 Observations Disappearing 5-09-16  7:45 am Linda K. Muthen 2 Non-linear growth models 5-13-16  1:44 pm Bengt O. Muthen 2 Covariate query 6-03-16  5:59 pm Bengt O. Muthen 2 Exponential decay growth model with Est = Bayes 6-23-16  6:23 pm Bengt O. Muthen 4 Difference in entry timing on firm performance? 7-01-16  12:08 pm Bengt O. Muthen 4 Plotting estimated trajectories from ALT Model? 6-09-16  6:20 am Linda K. Muthen 2 Log-normal distribution for within-person residual 6-16-16  8:03 pm Qiwen Zheng 3 Challenging dataset: daily variability in dose? 6-21-16  6:04 pm Bengt O. Muthen 2 Correlation > 1 between slope and quadratic 6-28-16  2:40 pm Linda K. Muthen 4 Individually-fitted intercepts and slopes 7-01-16  1:06 pm Bengt O. Muthen 2 Role of time-varying variables in latent models? 7-25-16  11:12 pm Tyrah X. J. Li 3 Diff between latent and traditional panel models? 7-25-16  7:00 pm Tyrah X. J. Li 5 Censoring above and below? 8-04-16  6:39 am Linda K. Muthen 2 Fixing residual variance across time points 8-10-16  2:20 pm Bengt O. Muthen 2 Significant change at each timepoint 8-19-16  12:06 pm Bengt O. Muthen 2 LGM with logit link function 8-31-16  11:18 am Linda K. Muthen 2 Growth Curve Model with Non-normal data 9-06-16  3:28 pm Bengt O. Muthen 2 Interpreting H1 Model Non-convergence 9-15-16  10:38 am Bengt O. Muthen 2 THE MODEL MAY NOT BE IDENTIFIED 9-15-16  3:13 pm Linda K. Muthen 2 Covariate changing intercept direction 9-24-16  4:30 pm Jimena Santillan 1 Interpret latent intercept with missing data 9-29-16  11:27 pm Rosemary Li 5 Two-level non-linear growth model 2-24-17  4:11 pm Linda K. Muthen 9 LPA Plots - Mac 10-04-16  5:33 pm Bengt O. Muthen 2 New to Mplus - GMM latent classes on diagram 10-08-16  12:12 pm Strand Pa 5 Plotting an Interaction 11-14-16  10:30 am Bengt O. Muthen 8 First LGM path not showing in diagrammer 10-20-16  7:17 am Linda K. Muthen 2 Nonlinear TIC model 10-21-16  9:48 am Berndt Lundgren 3 Are growth models nested? 8-03-17  5:32 pm Bengt O. Muthen 8 SRMR 10-24-16  3:39 pm Tihomir Asparouhov 2 Unstable mean number of visits 10-26-16  2:51 pm Bengt O. Muthen 2 Interpreting the latent slope 10-26-16  2:52 pm Bengt O. Muthen 2 Autoregressive model with count data 10-27-16  5:56 pm Bengt O. Muthen 2 Conditional LCGA for binary outcome 11-09-16  4:15 pm Bengt O. Muthen 2 Identical initial observation 12-02-16  5:29 pm Linda K. Muthen 2 LGCM convergence problem 12-09-16  11:37 am Bengt O. Muthen 2 LCGM & GMM 1-02-17  6:59 am Linda K. Muthen 2 Should I exclude some cases? 1-05-17  6:11 am Linda K. Muthen 2 Estimated means in growth models 1-24-17  6:34 am Bengt O. Muthen 6 Time series cross sectional data 1-22-17  8:54 am Bengt O. Muthen 2 Model syntax for Growth Model, possibly piecewise 2-09-17  6:16 pm Bengt O. Muthen 4 Saving latent change scores 2-17-17  2:09 pm Bengt O. Muthen 2 Questions about LCGA with continuous variable 6-14-17  4:40 am Kiki van Broekhoven 9 Calculating model-implied growth curves. 3-02-17  1:15 am R McDowell 5 Negative Mean for Non-Negative Distal Variable 2-24-17  5:23 pm Bengt O. Muthen 5 Interpreting negative value 2-24-17  5:01 pm Bengt O. Muthen 2 Interpreting negative value 2-24-17  5:01 pm Bengt O. Muthen 2 Nested models in growth modelling 3-01-17  9:22 am Bengt O. Muthen 2 Unequal distances between measurement occasions 3-06-17  5:54 pm Linda K. Muthen 7 Specifying time scores and clustering 3-10-17  10:14 am Linda K. Muthen 2 Plotting interaction predicting latent intercept 3-17-17  5:57 pm Bengt O. Muthen 2 GMM with skew t distribution 4-11-17  6:06 pm Bengt O. Muthen 5 Fit indices non-normal longitudinal data 4-05-17  11:53 am Bengt O. Muthen 4 Linear, quadratic and logistic growth 4-10-17  7:04 pm Bengt O. Muthen 2 Testing for growth at different time periods 4-10-17  7:05 pm Bengt O. Muthen 2 Latent-basis GCM with individually-varying times 4-13-17  4:40 pm Bengt O. Muthen 2 LCGA or GMM: which suits better? 4-21-17  7:51 am Kiki van Broekhoven 7 Steps in mixture modeling 5-22-17  2:15 pm Bengt O. Muthen 7 Latent class growth model 5-20-17  6:51 am nuoshin ahanchi 4 Plotting growth models 6-28-17  6:20 pm Bengt O. Muthen 4 Trouble reading longitudinal data 5-28-17  9:32 am Linda K. Muthen 2 MLM v SEM for Growth Models & using Factor Scores 6-20-17  5:27 pm Bengt O. Muthen 6 Parallel processes LGCM interpretation 6-10-17  12:16 pm Bengt O. Muthen 2 Continuous-time survival in latent variable model 6-10-17  6:28 am Linda K. Muthen 2 A question about the univariate approach 6-22-17  1:46 pm Bengt O. Muthen 2 Issue with T-scores 6-28-17  5:27 pm Sarah Lowe 3 Predictors in LCGA 7-02-17  5:22 pm Bengt O. Muthen 2 Intercept error 7-05-17  1:48 pm Linda K. Muthen 2 Growth curve mediation 9-01-17  1:05 pm Bengt O. Muthen 4 LGCM with latent variables 7-25-17  5:20 pm Bengt O. Muthen 4 Syntax IRT 7-24-17  4:29 pm Bengt O. Muthen 4 Time Series Growth Model with Autocorrelation 8-01-17  5:53 pm Bengt O. Muthen 4 Lgcm with cross-classified data 8-08-17  10:21 am R McDowell 5 MODEL TEST for R3STEP? 8-22-17  11:36 am Mike Mugarten 3 To save the class probabilities 8-23-17  4:44 pm Bengt O. Muthen 9 MIXTURE RANDOM COMPLEX combination 8-24-17  6:52 pm Bengt O. Muthen 2 Lags within the interval of measurement 9-05-17  2:05 pm Sophie Regueiro 3 Number of parameters in the model_estimation 9-06-17  8:30 pm Sophie Regueiro 3 What type of model should I use? 9-13-17  2:23 pm Bengt O. Muthen 4 R3ste/du3ste of GMM(w/p covariate) 9-14-17  3:56 pm Bengt O. Muthen 2 r3step gives me a different result from GMM 9-14-17  3:58 pm Bengt O. Muthen 2 Data cohort & missing data 9-14-17  4:13 pm Bengt O. Muthen 2 FIML for TWO-LEVEL Growth Model 9-29-17  7:36 am Matthew Constantinou 3 Selecting number of latent classes 9-27-17  3:32 pm Bengt O. Muthen 2 Results of parallel vs. separate growth curves 10-04-17  3:13 pm Bengt O. Muthen 2 Relating growth factors to occasion residuals 10-09-17  1:36 am Jon Heron 3 Buy Good Passports, Drivers license, ID cards 10-10-17  6:35 am Timoore 0 Variance greater than maximum allowed? 10-12-17  3:59 pm Bengt O. Muthen 4 How can I get the plot showing multiple factors? 10-13-17  2:28 pm Bengt O. Muthen 2 Undefined Correlation of latent variables 10-17-17  4:53 pm Linda K. Muthen 2 When Sample Size is the Population 10-25-17  11:08 am Lazarus Adua 6 LGCM with Formative Measurement Model 11-04-17  4:11 pm Bengt O. Muthen 2 Query on incomplete data and bivariate LGCM 11-10-17  4:48 pm Bengt O. Muthen 4 LGCM error 11-15-17  1:11 pm Bengt O. Muthen 2 Troubleshooting errors with time-varying data 3-03-18  1:32 pm Bengt O. Muthen 13 Measurement invariance: non-fixed time points 11-28-17  2:55 pm Bengt O. Muthen 2 Error because of "grouping" command 11-28-17  6:38 am Linda K. Muthen 2 Time-varying covariates: Short Course 3 12-05-17  12:05 am R McDowell 5 Autoregressive cross-lagged model (N=300) 12-13-17  9:07 am Tihomir Asparouhov 5 N=1 Time Series Forecasting 12-12-17  12:56 pm Tihomir Asparouhov 2 Latent growth curves: grouped binomial data 12-14-17  11:57 pm R McDowell 3 Adjustment for correlated observations? 12-20-17  1:31 pm Leticia Deveza 5 Parallel LGCM 12-19-17  3:51 pm Bengt O. Muthen 2 Multiple group LCM with different obs per group 12-21-17  3:27 pm Bengt O. Muthen 2 Growth Modeling of Accelerated Longitudinal Design 1-04-18  6:06 pm Jianhua Zhou 6 BUY PASSPORT,VISA,ID,LICENS(legitdocument.com) 1-07-18  3:36 pm brenda linx 0 Mean of intercept when dividing by a constant 1-14-18  10:36 am Bengt O. Muthen 2 Parallel LGM 2-20-18  2:24 pm Bengt O. Muthen 6 Growth mixture models with MNAR 1-21-18  10:49 am Tom Booth 3 Individual growth model with parent covariates 1-31-18  4:22 pm Bengt O. Muthen 2 GCM plotting individual and mean estimates in R 2-02-18  4:44 pm Bengt O. Muthen 2 Non-linear GMM 2-05-18  7:12 am Michael Busseri 3 Age-period-cohort using latent growth curve model 2-05-18  12:31 pm AT Jothees 1 Compute "growth" fscore and plot 2-15-18  3:57 am Luis FCA 11 Semi-continous growth curve modeling by age? 2-12-18  10:35 am Bengt O. Muthen 2 Mplus 8: Program Type: Mixture: Graph option? 2-23-18  8:45 am Bengt O. Muthen 4 Correlation i with s 2-20-18  2:27 pm Bengt O. Muthen 5 Simple Slope Analyses in Growth Curve Model 3-02-18  4:14 pm Bengt O. Muthen 5 Multiple Cohort Growth Model (by grade in school) 3-19-18  3:34 pm Bengt O. Muthen 10 Model Fitness in Growth Modeling using Mplus 3-07-18  4:03 pm Bengt O. Muthen 2 Modification of Model 3-07-18  3:51 pm Bengt O. Muthen 2 Multi-level GM and distal outcomes 4-08-18  5:34 pm Bengt O. Muthen 10 Buy Passports,Whatsapp..+3168747233 3-13-18  3:31 pm Thomas Peterson 0 Repeated measures with autocor, binary outcome 4-04-18  3:45 pm Bengt O. Muthen 12 2 groups, 1 flat /1 quadratic w/heteroskedasticity 3-26-18  8:10 am Jamie R. Johnson 3 Cohort sequential design: preblem about PSI 3-28-18  11:51 am Bengt O. Muthen 5 Question re: interpreting LGC 3-27-18  10:36 am Bengt O. Muthen 2 LGC with Positive Log likelihood 3-29-18  5:26 pm Chuang Chen 3 LGC with Fix effect 3-30-18  1:46 pm Bengt O. Muthen 6 Odds ratio 4-06-18  5:45 pm Bengt O. Muthen 2 Multiple group, multiple indicator growth model 4-11-18  8:31 am Christopher Brydges 4 Buy Passport ,Visa,Driving License,id cards 4-11-18  6:42 am wllmjjohnson 0 APPLY FOR PASSPORTS(puredocuments21@gmail.com) 4-13-18  5:11 pm paulken 0 A question about LGCM 4-18-18  11:26 pm Antigoni Karnesioti 5 Passports,DL(ielts.toefl.certificates@gmail.com) 4-16-18  3:17 am excalsystem 0 PASSPORTS,ID(ielts.toefl.certificates@gmail.com) 4-16-18  3:19 am excalsystem 0 Start New Thread

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