Categorical Data Modeling  
Mplus Discussion >
When outcome variables are not measured on a continuous scale, special models and estimation procedures are needed to take the scale of the outcome variables into account. Mplus has special estimation procedures for binary, ordered categorical (ordinal), unordered categorical (nominal), and count dependent variables. For binary and ordered categorical outcome variables, both weighted least squares and maximum likelihood estimators are available. With weighted least squares, probit regressions are estimated. With maximum likelihood, logistic regressions are estimated. Logistic regression for ordered categorical outcomes uses the proportional odds specification.
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Multiple group analysis with categorical variables6-03-20  2:40 pmBengt O. Muthen549
Fit indices for categorical outcomes2-12-20  4:52 pmTihomir Asparouhov310
Multigroup modeling6-22-20  11:53 amfred133
Path Analysis + Unique Families + Categorical Y9-05-17  11:45 amBengt O. Muthen154
Modification Indices for Categorical Outcomes8-10-19  7:56 amBharath Shashanka Ka30
Number of cases for WLSMV estimation3-06-06  4:58 pmLinda K. Muthen8
IRT Models in Mplus10-27-20  10:50 amBengt O. Muthen450
MIMIC Models6-19-20  12:05 pmLois Downey107
Multigroup modeling and residual variance constraints10-28-16  11:37 pmIoannis Tsaousis17
Choice of estimator11-04-19  9:29 amBengt O. Muthen97
Measurement Invariance4-15-20  4:05 pmBengt O. Muthen217
Monte Carlo Simulation10-16-20  3:06 pmBengt O. Muthen198
WLS vs. WLSMV results with ordinal data11-26-14  6:22 pmBengt O. Muthen40
Underlying normality and polychoric correlations8-28-13  6:16 pmBengt O. Muthen59
Exogenous perdictors in Ordinal LGC models3-06-06  10:39 ampoker casino2196
Calculating df when using the WLSM estimator 10-05-16  4:19 pmBengt O. Muthen24
Significance (p values) for parameter estimates using WLS and WLSMV...8-07-18  11:14 amBengt O. Muthen10
Understanding Scale factors9-02-00  12:48 pmLinda K. Muthen2
Longitudinal invariance with categorical indicators9-15-20  10:00 pmYu Hui Zhang67
LISCOME Model2-16-01  3:55 pmBengt O. Muthen10
Correlation or covariance ?3-03-08  1:30 pmaleksandar6
Non-positive definite tetrachoric correlation matrix11-27-01  7:38 amLinda K. Muthen3
Categorical indicators9-11-19  11:33 amBengt O. Muthen142
Growth Model for Categorical Outcome2-23-16  6:23 pmBengt O. Muthen50
WLSM vs WLSMV7-26-16  8:47 amLinda K. Muthen23
Factor Invariance Over Time4-02-14  3:28 pmLinda K. Muthen6
Second-order factor analysis10-23-11  3:31 pmLisa M. Yarnell5
Random effects discrete time logit survival model2-12-20  10:24 amDiego Carrasco18
Interpretting results of model with dichotomous outcome8-07-17  8:19 amBengt O. Muthen77
Structural Zeros with combinations of binary indicators2-15-05  11:09 amLinda K. Muthen6
Modeling Binary Outcomes with Sampling offset8-14-01  12:22 pmbmuthen2
C ON x problems10-12-01  6:29 pmbmuthen1
Appropriate estimator5-16-14  10:01 amLinda K. Muthen8
SEM for count models?10-06-16  9:22 amBengt O. Muthen85
Discriminant validity in a CFA with categorical data4-06-02  8:40 amBengt O. Muthen2
Discriminant validity in a CFA with categorical data (precision)...4-05-02  1:06 amJean Frisou1
Standare error of estimated mean of the latent factor in two-group ...7-24-02  7:43 pmLianjiang Li3
Weight Matrix Not Positive Definite5-01-15  1:50 pmBengt O. Muthen4
LGM with ordered categorical indicator variables6-02-03  7:59 ambmuthen4
Practical interpretation of effects in LGM with categorical outcomes10-01-07  8:51 amLinda K. Muthen4
Categorical Dependent Variable and Controls10-12-16  7:45 pmKathleen Kennedy-Tur24
Ordered Logistic Regression2-13-18  1:03 amSalmi Md Zahid36
Interpreting quadratic growth factors with ordered categorical vars1-19-18  1:14 pmBengt O. Muthen19
Covariances of exogenous variables10-02-19  12:26 pmBengt O. Muthen17
Power Calculation with Categorical Indicators7-24-18  2:27 pmBengt O. Muthen8
Interpretation of factor loadings2-05-03  8:17 ambmuthen2
Distrubution of Est./S.E. in WLS, WLSM, WLSMV.12-14-11  2:49 pmLinda K. Muthen4
Chi-square difference test in categorical data7-13-18  9:27 amTihomir Asparouhov149
Categorical outcomes 9-09-20  3:33 pmBengt O. Muthen88
Two-variable discrete time survival modeling5-26-15  3:44 pmBengt O. Muthen15
Reference for WLS then WLSMV for difference testing4-21-06  11:34 amLinda K. Muthen9
Missing Data By Design5-28-03  2:24 pmLinda K. Muthen2
SEM with Dichotomous dependent variable: multivariate normality and...10-11-17  2:24 pmBengt O. Muthen49
Multiple levels of categorical dependent variable6-09-05  6:41 pmbmuthen6
Fit indeces under ML versus WLMSV11-19-07  2:12 pmLinda K. Muthen8
What is added by V in the WLSMV?10-24-16  11:02 pmAdam Turner2
How to test group differences in path coefficients and ...5-08-14  2:15 pmLinda K. Muthen19
Latent response variables ?10-23-03  8:57 amLinda K. Muthen2
Missing by design / Categorical Data / Measurement Invariance6-09-11  7:13 pmLinda K. Muthen8
Model identification6-25-20  9:02 amBengt O. Muthen48
Logistic regression models9-22-20  10:05 amBengt O. Muthen73
Setting a residual variance to zero1-30-04  3:22 amDaniel3
Will Mplus 3 support complementary log-log model?3-06-06  10:48 ampoker casino8433
Theta parameterization2-03-12  9:02 amLinda K. Muthen7
Generating factor scores2-24-14  10:35 amLinda K. Muthen23
Mediation and moderation9-04-20  3:51 pmBengt O. Muthen178
Multi-group modeling3-25-14  10:10 amLinda K. Muthen51
Parameterization of mixture models with cat obs variables1-13-05  4:30 pmLinda K. Muthen7
Plot utility9-30-20  2:56 pmBengt O. Muthen57
Comparison of Latent Class Structures2-06-19  5:17 pmBengt O. Muthen26
Reference for WLS chi-square difference10-17-05  7:58 amLinda K. Muthen8
FIt Indices for categorical outcomes in Mplus 35-14-04  11:24 amLinda K. Muthen2
Interpretation of coefficient3-28-18  11:54 amBengt O. Muthen25
ML with Numerical Integration vs. WLSMV10-05-12  9:49 amBengt O. Muthen31
Fit Indices in Ordinal CFA5-22-04  3:00 pmbmuthen2
Fit indices. How is it possible!!!1-26-07  6:15 pmBengt O. Muthen18
Categorical indicators, WLS, and correlations between error terms11-01-11  7:07 amLinda K. Muthen8
Binomial and Poisson Counts with Variable Exposure3-30-17  9:24 amBengt O. Muthen15
Parameter estimate correlation6-15-04  9:35 amLinda K. Muthen2
Baseline model in CFI / TLI4-12-10  1:32 pmBengt O. Muthen9
S.E of standardized coefficients6-23-04  8:20 amLinda K. Muthen2
Categoric simplex models3-18-05  12:40 pmLinda K. Muthen7
Identification problem in categorical SEM4-08-09  9:06 amLinda K. Muthen6
Estimation algorithm with numerical integration 1-28-19  1:14 pmBengt O. Muthen8
Montecarlo simulation10-13-20  3:06 pmBengt O. Muthen27
IRT/CFA parameterization11-01-13  3:54 pmBengt O. Muthen8
GLLAMM vs M-Plus 39-29-04  4:42 pmbmuthen2
CFA with categorical indicators and covariate7-24-12  7:03 pmBengt O. Muthen4
Handle Missings?9-03-15  7:40 amLinda K. Muthen12
Categorical latent variable10-01-04  10:06 amLinda K. Muthen4
Causal indicators7-26-17  11:24 amLinda K. Muthen28
Interpretation of R-square in categorical data modeling8-06-20  6:58 pmMiriam Forbes27
Overriding defaults and Identification requirements11-27-04  8:08 ambmuthen4
Negative Residual Variance6-21-05  4:59 pmSanjoy15
Single Group CFA11-30-04  10:51 amLinda K. Muthen2
Montecarlo for an LGM with ordered categorical data12-06-04  8:22 amLinda K. Muthen5
Specify measurement error for dichtotomous dependent variable1-12-05  4:44 pmLinda K. Muthen2
Bootstrap standard errors9-17-19  2:09 pmBengt O. Muthen14
Markov Chain prediction2-26-05  6:02 pmbmuthen2
Assumptions of analyses using dichotomous indicators3-04-05  6:39 pmbmuthen2
Metric of ordinal dependent >and< independent variable in path anal...3-06-06  10:39 ampoker casino1332
Categories with low response frequencies4-11-17  6:01 pmBengt O. Muthen6
Comparing non-nested models12-14-18  1:18 pmJoe Wasserman42
reliability measures3-25-20  6:59 pmAndrew Johnson22
Modification indices for errors/disturbances2-06-13  1:11 pmSamuli Helle27
Homogeneous fit indices4-20-05  9:29 amBMuthen2
Mixture model analysis wtih categorical indicators2-24-10  5:21 pmFiona Shand9
Interpreting thresholds2-15-17  11:15 amBengt O. Muthen29
Any efficient way to input binary data ?4-25-05  11:28 amLinda K. Muthen2
IRT issues8-30-07  1:52 pmKen Barron4
Path analysis with logit regression vs. probit regression10-01-17  12:44 pmBengt O. Muthen32
Chi-square for nested model with categorical data6-28-14  4:02 pmLinda K. Muthen4
Polychoric correlation10-01-14  5:42 pmBengt O. Muthen38
Cluster analysis5-13-16  2:13 pmBengt O. Muthen11
Nested Logit5-05-05  8:48 pmSanjoy3
Categorical observed variables and growth curve modeling5-16-05  1:33 pmLinda K. Muthen2
Factor correlations >15-19-05  8:52 ambmuthen2
Linear Inequality Constraint on parameters4-02-14  5:16 pmBengt O. Muthen5
Chi-square differences & covariation in exogenous variables5-20-05  8:11 amAnonymous3
DIfferences in MLR between v3.01 & v3.125-21-05  10:18 amLinda K. Muthen2
Bootstrapping_NOT running completely5-27-05  11:00 amSanjoy5
Bivariate Probit_result discrepancies5-01-10  12:20 pmpatrick mepoui13
Probit vs. logit2-15-13  2:24 pmBengt O. Muthen6
SEM related_" ******* "sign8-07-09  8:05 amLinda K. Muthen7
WLSMV vs LISREL's DWLS11-20-14  12:18 pmLinda K. Muthen15
Weight variables6-25-19  6:22 amBengt O. Muthen14
Difference in factor correlations between cfa model and factor scores1-18-09  11:44 amLinda K. Muthen4
Single indicator related7-12-05  6:06 amSanjoy3
Modeling unreliability of a categorical predictor11-04-05  8:03 ambmuthen5
DTSA and missing data8-10-09  9:28 amTihomir Asparouhov6
Probit vs. logit Monte Carlo data generation7-21-05  4:39 pmbmuthen2
Rarely used categories7-21-05  6:44 pmLinda K. Muthen2
Some suggestion for version 42-03-12  4:51 pmLinda K. Muthen10
Assumptions of Censored Regression in MPlus5-19-19  5:16 pmshonnslc15
Offset in Poisson regression 12-19-18  3:39 pmBengt O. Muthen29
Pseudo-R^2 for Models with an Ordinal Response Variable7-01-15  5:30 pmBengt O. Muthen14
Thresholds, DELTA, THETA1-13-16  1:46 pmJiebing Wang12
Extreme values in LCA results 11-29-15  4:55 pmBengt O. Muthen4
Marginal effect9-15-20  9:28 amBengt O. Muthen33
Sample selection, censoring and truncation6-01-08  1:00 amBengt O. Muthen7
Ctaegorical CFA12-26-06  2:20 pmLinda K. Muthen5
TECH3 output7-31-19  11:17 amBengt O. Muthen28
Expressions for path models with logit link 10-13-05  10:24 ambmuthen5
Hidden Markov model w/ 7 time points6-28-06  2:27 amBengt O. Muthen6
Constraints in Logistic model 3-06-06  10:39 ampoker casino9433
Mlogit in Mplus1-09-06  9:37 amManuel11
Adjusted R-square12-08-05  4:34 pmLinda K. Muthen4
Latent category predicting observed variable2-08-06  7:15 ambmuthen12
Discrete time survival analysis: mediation model4-08-20  4:24 pmBengt O. Muthen76
Saving Residuals Covariances/Residual Correlations2-17-16  3:56 pmMauricio Scopel Hoff25
Binary & Continuous variables in LCA2-03-06  5:39 pmbmuthen2
Std. coeff. for latent categ. variable2-15-06  11:34 amLinda K. Muthen2
Interpreting coefficients2-18-06  5:59 pmbmuthen6
Interpreting "WITH" coefficients in path analysis 2-23-06  10:42 amLinda K. Muthen2
Analyzing longitudinal categorical data3-19-06  11:01 amBengt O. Muthen3
Sample sizes for ordered categorical analyses3-26-06  4:05 pmBengt O. Muthen2
Beginner question on count data (poisson) model11-30-15  5:42 pmBengt O. Muthen5
ML and WLSMV estimates9-01-17  1:08 pmBengt O. Muthen6
EFA/CFA with mixed nominal and ordinal indicators3-04-19  1:31 pmBengt O. Muthen11
Error variance for endogenous count variables2-24-17  5:02 pmBengt O. Muthen16
Parallel process growth models 5-03-06  11:03 pmpatrick sturgis2
Multivariate Ordered Logit/Probit1-27-14  10:51 amSindra Sharma-Khusha15
Multiple group analysis for semicontinuous model5-19-06  8:14 pmLinda K. Muthen3
Path model with poisson outcome3-19-14  10:43 amLinda K. Muthen4
Expected WLS & WLSMV chi-sq given misspecification6-25-06  2:58 pmBengt O. Muthen4
Grp doesn't contain all values of cat. variable6-28-06  2:29 amBengt O. Muthen2
Convergence problem-categorical modeling9-20-13  12:02 pmLinda K. Muthen4
Censored regression7-12-06  2:01 amLinda K. Muthen2
Categorical predictors7-29-19  7:26 amAMN15
Estimating omega_h from CFA of categorical items8-18-06  8:04 pmRichard E. Zinbarg8
IRT and item factor analysis of categorical items1-15-19  4:46 amowis eilayyan35
Mean of the Latent Intercept Growth Factor 8-18-06  6:17 pmBengt O. Muthen4
Non-recursive path model4-10-14  9:47 amLinda K. Muthen6
Error message - not enough memory12-10-19  5:38 pmBengt O. Muthen18
Binary CFA problems10-15-06  11:38 amLinda K. Muthen6
Multigroup with different response categories10-17-06  7:53 amLinda K. Muthen2
Survey logistic regression10-19-06  10:07 amLinda K. Muthen2
Modeling Constraint10-20-06  1:25 pmLinda K. Muthen2
Interpreting odds ratio with continuous IV10-11-09  12:12 pmBengt O. Muthen4
Parameterization using MLR for IRT11-22-06  12:56 pmBengt O. Muthen4
Testing parallel lines assumption in Mplus12-03-06  10:02 amLinda K. Muthen2
Comparison of two R-squared 12-06-06  9:12 amLinda K. Muthen2
Poisson appropriate?1-22-07  8:46 amStephen C Messer3
Mislabeled output with two dichotomous outcomes1-24-07  11:36 amLinda K. Muthen2
Difftest-binary indicators/theta parameterization2-05-07  4:44 pmLinda K. Muthen4
Random slope model2-16-07  8:03 amDaniel Rodriguez3
Theta parameterization for categorical variables2-17-07  9:33 amLinda K. Muthen6
Censored below and above?3-01-07  7:11 amLinda K. Muthen2
Estimator for Two-part cross sectional model11-10-16  12:33 pmBengt O. Muthen5
Factor scores for ordinal variables6-27-08  9:59 amLinda K. Muthen6
Query about R-square10-16-11  11:58 amBengt O. Muthen11
Partial proportional odds model11-08-12  11:24 amBengt O. Muthen12
Poisson R-Square estimate possible?4-29-15  10:37 amDennis Reidy11
Chi-square for IRT5-02-07  8:52 amLinda K. Muthen4
Predicted probabilities, etc.7-26-19  9:42 amBengt O. Muthen15
Differences in BIC values10-05-11  1:58 pmLinda K. Muthen20
Problems with rare case model 15-24-07  1:14 pmLinda K. Muthen3
Problems with rare case model 25-24-07  1:15 pmLinda K. Muthen2
Multinomial Logistic Regression9-16-20  3:05 pmBengt O. Muthen55
Correlation predicting latent distal9-24-09  1:37 pmLinda K. Muthen4
Categorical Dependent Variables3-21-08  8:32 amLinda K. Muthen2
Continuous vs. Categorical Indicators in CFA1-25-16  11:27 amLinda K. Muthen10
Two-group logistic regression with missing data6-15-07  8:01 amLinda K. Muthen2
Mplus, correlation or covariance6-20-07  6:50 pmBengt O. Muthen2
IRT GRM - Thresholds pt 17-05-07  10:04 amYaacov Petscher0
Negative binomials?2-13-17  4:54 pmBengt O. Muthen11
Correlation of ordinal and integral variables 7-13-07  11:48 amLinda K. Muthen2
Safety data of randomized clinical trials7-20-07  3:23 pmBengt O. Muthen4
Derivative method7-19-07  12:19 pmDaniel Rodriguez3
Effect size vs. baseline model7-29-07  10:38 amLinda K. Muthen2
Probit or logit4-02-08  8:08 amLinda K. Muthen4
DIF with IRT10-08-20  9:35 pmAmanda Lemmon17
Categorical data modeling - beginner9-18-07  4:41 amLinda K. Muthen2
Continuous Time Survival Analysis2-15-18  8:13 pmTihomir Asparouhov17
Latent Class Errors10-15-10  10:24 amBengt O. Muthen8
Long Running Times and No Results with WLSMV11-28-07  8:05 amLinda K. Muthen2
Memory limitations11-30-07  12:21 pmLinda K. Muthen2
Mislevy-style test scoring12-14-07  5:53 pmBengt O. Muthen4
Muthén, Du Toit & Spisic (1997)2-12-09  12:47 pmLinda K. Muthen4
Chi-square in V5 for 2PL model2-14-08  4:50 amkrisitne amlund hage9
Compare Groups in Surival Analysis2-19-08  3:21 pmLinda K. Muthen2
Help with categorical DV3-21-08  11:57 amFrank Martin3
Categorical mediator11-14-18  5:01 pmBengt O. Muthen72
Categorical9-10-09  7:29 amAJB5
Polytomous Rasch models7-26-19  6:48 amBengt O. Muthen4
Categorical Indicator5-08-08  2:30 pmLinda K. Muthen8
Unidimensionality 11-24-10  9:26 amLinda K. Muthen10
Post Hoc Power Analysis with Categorical2-16-09  4:58 pmLinda K. Muthen6
Poisson with Normal Residuals10-26-11  4:53 pmBengt O. Muthen6
ACE model on Latent Factors with cat. indicators3-10-11  11:14 amElizabeth J Dansie14
Insufficient memory with estimator of MLF5-24-08  8:39 amNina Deng0
Multigroup CFA with Dichotomous Indicators5-30-08  4:51 pmMesfin S. Mulatu3
LR test of nested models with count data6-06-08  8:48 amLinda K. Muthen9
Structural Zeros5-23-17  5:52 pmBengt O. Muthen4
Latent Transition Analysis with Covariate6-16-20  11:21 amGC41
Across-time measurement invariance7-03-08  4:25 pmLinda K. Muthen5
P-values + wlsmv7-03-08  12:44 amInga BEck2
Partial Credit Model3-20-20  5:15 pmTihomir Asparouhov4
Proportional hazards assumption6-15-10  4:32 pmBengt O. Muthen4
Changing reference group7-07-08  5:44 pmBengt O. Muthen3
Conversion of 5-point Likert scale 7-15-08  10:14 amBengt O. Muthen2
Correlation and exogeneity 7-15-08  9:45 amBengt O. Muthen2
Multinomial log. reg. standardized coefficients8-19-08  5:07 pmLinda K. Muthen2
What are "completely standardized estimates"?8-24-08  7:00 pmThomas Rodebaugh5
Data Modeling9-02-08  4:30 pmAddnis Odior0
LPA (LCA) with negative binomial regression5-30-20  11:52 amBengt O. Muthen12
Latent class analysis9-04-20  3:55 pmBengt O. Muthen8
Defining outcomes as categorical vs. continuous10-16-08  6:36 pmLinda K. Muthen8
IRT with Theta/Delta parameterization 6-17-16  1:41 pmBengt O. Muthen4
Interpratation of zero-inflated models3-26-20  11:30 amBengt O. Muthen13
Longitudinal CFA with binary indicators with FIML11-07-08  9:03 amLinda K. Muthen2
Calculating Probit Probabilities11-10-19  5:44 pmBengt O. Muthen61
Bivariate probit regression10-25-12  10:57 amBengt O. Muthen4
Time-varying covariates in discrete-time hazard1-08-09  1:49 pmLinda K. Muthen2
Bootstrapping7-24-11  11:58 amLinda K. Muthen9
Weight matrix in WLS(s) and GLS2-08-09  1:39 pmDorothee Durpoix4
Logistic regression with survey data FIML2-17-09  11:07 amBengt O. Muthen6
SAVEDATA ESTIMATES output11-13-14  6:55 amSelahadin Ibrahim8
Modified Graded Response Model (IRT)3-06-09  9:22 amLinda K. Muthen2
No variance for an IV in a group3-06-09  3:19 pmLinda K. Muthen2
Indicators of Continuous and Categorical Factors3-24-09  7:05 pmBengt O. Muthen9
THETA parameterization and Allison's (1999) issues12-08-14  1:39 pmTait Medina9
Information matrix3-25-09  7:36 amLinda K. Muthen2
Literature on Choice Model with Latent Variables3-31-09  10:04 amBengt O. Muthen2
Specify choice availability in Mplus3-31-09  10:05 amBengt O. Muthen2
Percentage Outcomes using Multinomial Distribution6-20-11  1:47 pmTihomir Asparouhov21
Path analysis with nominal variables4-17-09  11:00 amLinda K. Muthen4
Two-group logistic regression output4-24-09  3:37 pmLinda K. Muthen2
ML Integration with Mixtures4-27-09  10:10 amLinda K. Muthen2
Save fscores10-25-19  2:14 pmTihomir Asparouhov52
A latent categorical variable w/ dummy variables5-01-09  5:16 pmBengt O. Muthen2
Binary predictors in WLSMV5-03-09  6:08 pmLinda K. Muthen5
Determining sample size5-12-09  4:12 pmLinda K. Muthen2
Speeding up categorical ESEM analysis5-29-09  9:26 amBengt O. Muthen6
Categorical latent models & continuous variables8-26-12  9:45 amema budahab2
Local independence check6-05-09  9:18 amLinda K. Muthen4
LCA with missing data6-04-09  9:43 amLinda K. Muthen2
Item location in IRT8-05-19  9:32 amTihomir Asparouhov6
Categorical mediating variable6-12-09  8:21 amLinda K. Muthen2
Vuong's test for Poisson, NB, ZIP, and ZINB8-04-14  9:00 amTihomir Asparouhov11
Number of data points necessary for LTA6-19-09  10:57 amBengt O. Muthen4
Some of the variables are nominal. 12-23-13  7:08 pmTihomir Asparouhov34
Demographic variables in SEM 9-11-18  2:39 pmBengt O. Muthen27
Threshold and probability6-23-09  6:05 amLinda K. Muthen5
Zero-Inflated Negative Binomial Regression4-29-19  10:58 amJIn Liu30
DIF using IRT7-01-09  12:45 pmBengt O. Muthen2
Zero inflated Poisson and degrees of freedom7-27-09  2:30 pmTihomir Asparouhov2
Proportional and Non-Proportional Odds Testing3-28-18  11:55 amBengt O. Muthen10
BLRT11-13-09  12:06 pmLinda K. Muthen6
Zero-class in Zero-inflated Poisson variables 9-14-09  11:05 amBengt O. Muthen3
Full vs diagonal weight matrices9-24-09  7:56 amDeborah Bandalos5
Path analysis with nominal outcomes1-30-14  7:31 amLinda K. Muthen20
Calculation of 95% confidence intervals 10-12-09  2:51 pmNicole Stanoff3
Multinomial logistic regression & interaction7-03-18  2:58 pmBengt O. Muthen26
Basic question about 2 x 2 contingency table. 5-05-15  12:05 pmBengt O. Muthen6
Reading Tetrachoric Correlations into Mplus10-19-09  12:17 pmEthan Arenson0
Indirect effects8-12-20  5:43 pmBengt O. Muthen15
Path analysis and categorical data6-05-12  1:21 amrongqin7
Count data and 'Model Estimated Covariances'11-13-09  9:02 amBengt O. Muthen2
Scale unit for count modeling12-08-09  6:21 pmBengt O. Muthen6
Path analysis w/ categorical variables12-14-09  9:59 amLinda K. Muthen2
Multinominal Logistic regression12-15-09  9:49 amLinda K. Muthen2
Multi-group with count variables and two datasets1-25-10  5:41 amJan Ivanouw3
Standardized results with Categorical variables12-22-14  6:28 amAurelie Lange5
LCA or Tetrachoric FA2-12-10  11:25 amLinda K. Muthen2
Indirect effects w/ cat. predictors and covariates2-20-10  2:27 pmLinda K. Muthen4
Difftest in path to categorical DV5-02-10  8:17 pmLiChong6
BIC - for continuous DVs, + for categorical DVs3-10-10  10:00 amLinda K. Muthen2
Multiple group analysis in Monte Carlo study4-27-15  6:51 amLinda K. Muthen12
Path analysis3-12-10  2:22 pmLinda K. Muthen2
Interpreting estimates from wlsmv3-15-10  12:44 pmLinda K. Muthen2
Comparing ML regression coefficients by gender3-27-10  9:14 amLinda K. Muthen2
Count outcomes4-15-10  11:35 amBengt O. Muthen2
A parameterization problem4-21-10  10:08 amLinda K. Muthen2
Baserate Correction4-24-10  11:55 amBengt O. Muthen4
3PL modeling in Mplus?4-25-10  10:50 amJames Gambrell2
Stop MCMC estimation early5-06-10  10:53 amBengt O. Muthen2
Interpreting standardized thresholds5-18-10  9:02 amLinda K. Muthen14
Capacity of Mplus5-21-10  8:36 amLinda K. Muthen2
Thresholds and complex panel data6-14-10  7:43 amLinda K. Muthen2
Conditional logistic regression in MPlus?6-16-10  8:30 amHayley Jones7
Correlations Between Predictors in WLSM1-20-12  9:08 amLinda K. Muthen7
Conditional prob. function and regression6-22-10  10:35 amBengt O. Muthen2
IRT for continuous item responses5-09-12  8:44 pmCengiz Zopluoglu7
Covariances with latent interactions2-10-11  11:07 amLinda K. Muthen12
Variable with non-integer value3-25-19  5:01 pmBengt O. Muthen23
Categorical mediator in SEM3-12-20  6:31 amGeilson Lima Santana48
Bifactor IRT models6-09-17  1:09 pmLinda K. Muthen11
Factor score calculation from categorical outcomes9-10-10  9:23 amLinda K. Muthen12
Clustered nominal outcomes8-19-10  4:08 pmLinda K. Muthen2
Zero-inflated poisson coefficients8-26-10  3:46 pmBengt O. Muthen2
Latent transition analysis (LTA) with Mediation9-23-10  2:35 pmLinda K. Muthen2
ML vs. MLR for IRT models9-24-10  4:49 pmLinda K. Muthen2
LCA data question7-26-19  6:42 amBengt O. Muthen6
Save MCMC draws for factor scores10-01-10  4:51 pmRoy Levy7
Standardization 9-30-10  5:27 amLinda K. Muthen2
CFI vs TLI with categorical & continous vars3-10-11  6:19 pmBengt O. Muthen6
Nonlinear constraints on factor loading10-06-10  10:01 amLinda K. Muthen2
Parameterization and standardization10-19-10  7:01 amChen, He3
Rasch analysis features7-09-14  4:03 pmBengt O. Muthen4
Error message: Non-zero correlation3-13-14  12:26 pmLinda K. Muthen11
Testing differences in paths 11-04-10  10:21 amLinda K. Muthen2
Model Fit indices: dichotomous & continuous DVs11-05-10  9:21 amLinda K. Muthen4
The estimator for Zero-Inflated NB + MIMIC11-21-10  9:52 amBengt O. Muthen4
Hidden markov model11-17-10  10:25 amDonald Compton2
Intepretation of probit coefficients10-17-19  3:05 pmBengt O. Muthen4
CP vs LRV11-19-10  10:26 amBengt O. Muthen2
Path analysis with Mplus 11-26-10  3:31 amMohamed5
Categorical outcome and time-invarying covariate 11-30-10  9:27 amLinda K. Muthen2
Fixing intercept in simple probit model7-05-14  5:40 pmLinda K. Muthen6
Asymptotic covariance matrix of polychoric CORR6-08-20  5:10 pmBengt O. Muthen12
Specifying threshold values7-13-18  2:15 pmBengt O. Muthen4
Test equality of tetrachoric correlation matrices2-10-11  4:12 pmLinda K. Muthen2
Increase SAVEDATA output2-11-11  1:28 pmArjan Berkeljon3
Freeing mean and fixing thresholds2-15-11  12:05 pmBengt O. Muthen3
Mlogit2-16-11  5:56 pmLinda K. Muthen2
Hurdle models9-17-20  6:04 pmBengt O. Muthen53
Adjusted chi-square and wlsmv2-26-11  11:00 amJeehoon Kim3
IRT vs. Normal Score with Prelis?3-02-11  10:47 amBengt O. Muthen10
Ordinal logistic regression2-28-11  11:44 pmKaren Offermans3
Factor score estimation with > 2 cat y & count y 9-29-11  8:56 amBengt O. Muthen8
Testing a Mediation with Count data.1-26-19  1:17 pmBengt O. Muthen30
Output data the same in 3 different models3-10-11  6:32 amRobert Parker3
Residuals in WLSMV6-02-16  8:35 amLinda K. Muthen27
Standardised output in a path model4-01-11  3:22 amXu, Man3
Multiple group CFA with categorical indicators4-29-11  12:42 pmLinda K. Muthen2
Logistic regression and dummy variables9-09-19  3:51 pmBengt O. Muthen9
How to do 3-PL or 4-PL IRT model10-25-17  10:46 amBengt O. Muthen16
Single-indicator latent variable for ordinal data5-11-11  9:24 amLinda K. Muthen2
Leverage and influence5-11-11  9:22 amLinda K. Muthen2
Multigroup logistic regression5-18-17  4:18 pmBengt O. Muthen12
Analyzing Benchmarks5-29-11  3:04 pmBengt O. Muthen5
Configural model - no convergence6-03-11  6:25 pmBengt O. Muthen2
Category independent variable8-19-20  4:08 pmSamuel Stull9
Can I use FIML with WLS and Type=Complex?6-16-11  6:08 amLinda K. Muthen4
Nested structure, repeated measures, missing data6-22-11  9:48 amLinda K. Muthen4
Use aBIC or BIC in LCA6-28-19  3:30 pmBengt O. Muthen5
Modification Indices with multigroup6-28-11  9:04 amLinda K. Muthen2
WRMR6-28-11  6:49 pmLinda K. Muthen2
IRT model7-01-11  9:32 amLinda K. Muthen2
Estimator for logit reg with missing data7-01-11  2:24 pmLinda K. Muthen3
Categorical data and odds ratios in nested models7-25-11  2:30 pmLinda K. Muthen2
Choice Based Samples7-31-11  12:39 pmJae Seung Lee3
Model estimates8-04-11  2:09 amClara Renzo3
Count variable correlation matrix 8-28-13  5:57 pmLinda K. Muthen13
DIF with bifactor model1-05-18  6:34 amLinda K. Muthen12
Re-analyzing categorical summary data9-09-11  7:05 amLinda K. Muthen2
Categorical DV in mediation analysis11-25-15  4:47 pmWen-Hsu Lin5
No p-values for STDYX in model2-15-16  6:43 amLinda K. Muthen14
A monte carlo simulation study with categorical 5-10-18  3:14 pmBengt O. Muthen28
Mplus processing speed10-08-11  2:37 pmBengt O. Muthen4
Tests of categorical data 10-11-11  5:59 pmLinda K. Muthen2
Marginal effects of indirect coefficients10-15-11  5:17 pmBengt O. Muthen5
Categorical independent Variables7-10-14  6:52 pmBengt O. Muthen7
Large number of categories10-26-11  1:19 pmDaniel Rodriguez3
Categorical bifactor model fit11-05-11  10:49 amBengt O. Muthen6
Scale factors in multiple-group analysis11-02-11  1:30 pmLinda K. Muthen2
Categorical mediator with summary data?11-03-11  4:50 pmLewina Lee3
Measurement invariance of binary outcome variables11-16-11  6:27 pmXu, Man12
Measurement invariance: WLSMV vs. MLR3-11-17  12:29 pmIrene Dias17
Log transformation of a count DV with 0s11-14-11  11:50 amlmris7
Latent Profile Analysis and Binary distal outcome1-20-15  1:59 pmBengt O. Muthen10
FIML and ML fit function2-07-18  4:37 pmBengt O. Muthen4
Cannot get DIFFTEST to work12-01-11  3:08 pmLinda K. Muthen2
Logistic regression in mediation analysis4-19-17  1:12 amMassimiliano Orri49
Analysis with binary predictor11-26-12  6:33 amLinda K. Muthen4
Categorical Variable Error 1-06-12  2:04 pmRich Jones5
Growth modeling with binary 1-07-12  11:35 amSoyoung Kwon3
Jackknife replicate weights 1-10-12  2:16 pmLinda K. Muthen2
Variance in scores accounted for by model1-18-12  11:19 amJoseph E. Glass1
Path analysis with WLSMV6-07-13  3:08 pmBengt O. Muthen7
Knownclass v grouping option and categorical data8-27-14  6:19 amLinda K. Muthen11
Estimated outcome probabilities2-12-12  3:50 amGareth5
Categorical predictors in Path Model6-08-16  11:14 amBengt O. Muthen9
Factor scores change when adding 2nd order factors3-02-12  9:03 amBengt O. Muthen4
MIMIC model and non-unique solutions3-02-12  5:59 amLinda K. Muthen2
Random item effects3-15-12  6:06 pmUwe Braut8
Dispersion Parameter Estimate8-04-17  2:27 pmBengt O. Muthen10
DIF Testing with Multidimensional MIMIC model3-21-12  4:07 pmLinda K. Muthen2
Logistic regression with grouped data3-29-12  4:25 pmLinda K. Muthen7
Comparing Linear and Count Regression3-26-12  8:06 amLinda K. Muthen4
Binary data with monotone missing 4-22-12  5:33 pmBengt O. Muthen4
Path analysis 4-04-12  6:33 amLinda K. Muthen2
Threshold identification constraints & invariance12-28-17  12:55 pmBengt O. Muthen20
Path analysis query4-25-12  10:20 pmMichael Rolt5
Invariance testing procedure for ordered CFA4-29-12  1:45 pmBengt O. Muthen2
Optimal scaling5-01-12  10:30 amLinda K. Muthen4
Bootstrap and categorical data modelling8-31-20  5:11 pmTihomir Asparouhov10
Bayes & correlation between latent and categorical5-10-12  6:36 pmLinda K. Muthen4
ADDFREQUENCY Command5-17-12  11:44 amJasonBurnett3
Seemingly Unrelated Ordered Probit8-08-12  11:51 amLinda K. Muthen6
Poisson regression to estimate relative risk5-30-12  10:48 amLinda K. Muthen2
Calculation of factor scores in 2nd order model6-10-12  3:38 pmLinda K. Muthen10
Effect size violation of metric invariance 6-07-12  11:13 amLinda K. Muthen2
Correlation output: full matrix6-22-12  5:01 pmLinda K. Muthen2
Difftest with 'negative' chi-square difference7-13-12  4:43 pmLinda K. Muthen4
Bayesian MIRT w Log-Normal Prior7-13-12  10:49 amLinda K. Muthen2
Odds ratios with probit latent regression ?7-18-12  11:56 amLinda K. Muthen4
Rasch model7-22-12  11:10 amSywang7
OR and CI for latent interaction9-14-12  6:26 pmBengt O. Muthen4
Formative construct, categorical indicators?9-17-12  3:59 pmHey Jung Jun6
Interrupt/Interactive simulation8-31-12  3:23 pmThuy Nguyen2
Core Processors9-07-12  3:19 pmTihomir Asparouhov2
Reporting correlations for categorical variables9-19-12  11:58 amLinda K. Muthen2
Discrete Time Survival Analysis plots11-02-19  10:00 amTihomir Asparouhov22
Type=Basic6-18-18  9:26 amJeremy Zhang6
Calculation of factor scores in 2nd order model10-02-12  3:58 pmBengt O. Muthen2
3-PL IRT model10-26-12  1:45 pmLinda K. Muthen2
Cross-lagged Panels7-28-18  5:18 pmBengt O. Muthen7
Confidence intervals of estimates12-09-12  5:44 pmLinda K. Muthen2
FMIL and WLSMV10-10-20  10:43 amBengt O. Muthen20
There are no standardized errors and p-values1-15-13  6:32 amLinda K. Muthen6
Negative variance in ESEM for categorical data4-18-18  6:16 pmBengt O. Muthen6
Likelihood ratio test comparing nested ZINB models1-22-13  9:32 amLinda K. Muthen2
Generate CFA with categorical outcomes 2-02-13  6:18 pmDexin Shi0
Using WLSMV in discrete time survival analysis3-05-13  9:43 amBengt O. Muthen5
Topic 5 video3-12-13  7:55 pmMiriam Forbes5
Covariates in logistic regression model3-12-13  4:54 pmJan Newman0
Model fit indices in categorical data3-18-13  1:35 pmBengt O. Muthen6
Mean interitem correlations3-20-13  12:39 pmLinda K. Muthen6
Monte Carlo of WLSMV tests3-24-13  8:41 pmLinda K. Muthen2
Alternatives for LPM or logit 3-28-13  10:49 amJ Owens5
Overdispersion with logistic regression3-27-13  3:22 pmBengt O. Muthen2
Rare Events Logistic Regression and Related10-04-16  2:33 pmBengt O. Muthen13
Format of SAVEDATA scores file4-02-13  9:43 amLinda K. Muthen2
Correlations among a larger number of variables4-07-13  6:14 amEFried10
Chi-square difference test4-06-13  3:45 amDaniel Rodriguez3
Problem saving factors scores4-09-13  1:44 pmLinda K. Muthen2
Relative Risks in Mplus4-11-13  8:42 amBengt O. Muthen2
Using 3 categorical variables to predict outcomes4-16-13  1:06 pmLinda K. Muthen2
Binary vars' variances not given in Corr. matrix4-18-13  1:38 pmDino Gibertoni7
Cat factor indicators - item-total correlations4-22-13  8:35 amBengt O. Muthen2
Malone4-25-13  6:00 amPatrick Malone0
Longitudinal SEM with censored indicators4-25-13  10:40 amPatrick Malone3
Min # items irt/factor score formula5-15-13  11:05 amLinda K. Muthen6
Mediation with dichotomous mediator and outcome4-11-14  11:18 amLinda K. Muthen11
Random effects IRT9-27-13  3:00 pmTihomir Asparouhov12
Sample Size for LCA6-19-20  6:18 pmBengt O. Muthen11
Path analysis with a binary outcome variable7-06-17  9:11 pmGaëlle Cyr19
Std coeff. for paths with binary covariates6-26-13  3:29 pmBengt O. Muthen2
STDYX vs STDY - binary outcome6-28-13  5:52 amLinda K. Muthen5
Multiple mediator model with categorical outcomes7-09-13  8:54 amLinda K. Muthen2
WRMR fit indices7-11-13  7:55 amemmanuel bofah0
WRMR fit indices7-11-13  10:33 amLinda K. Muthen2
Grouping categories of ordinal data7-29-13  12:49 pmFernando Terrés de E4
Two-part LGM with multiple categorical indicators9-13-13  12:24 amJustin Delahunty12
Poisson versus negative binomial regression3-05-18  1:22 pmBengt O. Muthen8
Count Variables as Moderators8-16-13  1:20 pmLinda K. Muthen4
Model-data fit for count models9-01-13  10:13 amLinda K. Muthen4
%variance by reduced scale8-26-13  11:34 amLinda K. Muthen2
Bayesian measurement variance 4-03-14  3:53 pmBengt O. Muthen8
Model comparison for analysis with complex data10-03-13  11:51 amLinda K. Muthen8
Negative Binomial Regression with Interactions10-10-13  11:01 amLinda K. Muthen2
Categorical, nonnormal, & missing data10-14-13  7:05 amJanis Jung3
Some confusions about Ordered LCA10-17-13  6:49 pmWong Yu-Jzun3
Basic Compare Means10-20-13  3:25 pmLinda K. Muthen8
Ordinal regression with bootstrap11-08-13  8:43 amJetty7
Help on this error massege11-19-13  8:51 amLinda K. Muthen3
Invariance testing on a Bifactor model12-10-13  1:46 pmLinda K. Muthen3
Indirect effects in MLR12-18-13  8:07 amDouglas Bruce3
Using country dummy variables?1-04-14  1:11 pmLinda K. Muthen2
Range of numerical integration1-07-14  8:32 amLinda K. Muthen2
Path analysis 2-26-14  4:22 pmBengt O. Muthen10
Likelihood formula for ordered data - WLSMV1-28-14  8:46 amBengt O. Muthen4
Confirmatory LCA5-31-18  4:58 amJW Beck7
Model evaluation for logistic regression6-08-20  5:13 pmBengt O. Muthen17
Cross-lagged logit model using ML 3-06-14  2:09 pmLinda K. Muthen2
Mediated moderation using dictomous outcomes3-09-14  3:30 pmLinda K. Muthen4
When do results from WLSMV and MLR differ?3-10-14  10:53 amLinda K. Muthen2
WLSMV EFA ESEM number of free parameters3-11-14  3:44 pmBengt O. Muthen2
Differences in Factor Structure when using Bayes3-17-14  3:55 pmLinda K. Muthen2
Marginal Reliability in IRT3-22-14  12:51 pmGlenn Walters9
Composite reliability for categorical variables4-24-18  2:41 pmBengt O. Muthen11
Multiple group analysis with MIMIC under WLSMV3-27-14  2:03 pmLinda K. Muthen4
SEM with continuous and dichotomous 3-27-14  1:54 pmLinda K. Muthen2
WLSMV vs MLR & single binary indicator3-28-14  11:31 amLinda K. Muthen2
ML/ULS estimator 4-08-14  10:01 amLinda K. Muthen2
Markov model with measurement error4-16-14  1:28 pmBengt O. Muthen2
Chi-square decrease in MI testing4-21-14  3:28 pmLinda K. Muthen2
Multilevel data generation5-16-14  10:03 amLinda K. Muthen2
How to fix thresholds to set latent means’ metric5-29-14  1:13 pmBengt O. Muthen4
Monte Carlo6-03-14  11:29 amDaniel Rodriguez3
(PSI) IS NOT POSITIVE6-04-14  6:51 pmf f 3
Reference group for regression coefficients 6-04-14  11:58 amQiana Brown3
Weighting of categorical subgroups in LCA6-06-14  8:09 amLinda K. Muthen4
Covariance btw Factors with Categorical Indicators6-24-14  8:09 amLinda K. Muthen2
Binary DVs6-25-14  2:30 pmLinda K. Muthen2
Hierarchical Log-Linear Modeling7-10-14  6:27 amLinda K. Muthen4
Binomial Logistic Regression7-11-14  10:07 amLinda K. Muthen6
Predicted value of HLM ordinal logistic reg3-22-19  2:32 pmBengt O. Muthen20
Standardized output in survival analysis7-11-14  4:55 pmBengt O. Muthen2
Measurement invariance with binary data 7-16-14  11:18 amBengt O. Muthen2
Categorical and continuous var 8-01-14  5:39 amLinda K. Muthen2
Interaction in path analysis8-27-14  4:48 pmBengt O. Muthen4
"Unknown option" error variable9-15-20  6:08 pmBengt O. Muthen15
Testing partial measurement invariance in Mplus8-27-14  11:33 amLinda K. Muthen2
Three-level logistic regression?9-01-14  10:34 amLinda K. Muthen2
SVALUES9-04-14  6:12 amLinda K. Muthen4
Comparing nested models with categorical data9-15-14  4:33 pmLinda K. Muthen2
Scale of factor loading and threshold9-17-14  3:45 pmBengt O. Muthen2
Nominal mediator with binary outcome12-12-18  5:01 pmBengt O. Muthen4
Can Mplus output predicted values?5-29-19  8:03 amMario3
Exogenous and Endogenous Categorrial Variable10-11-14  4:48 pmBengt O. Muthen2
Causal mediation with binary variables8-09-19  11:14 amAmelia Rock14
Zero-inflated mediator: choosing proper model10-22-15  7:10 pmBengt O. Muthen5
Two time points with observed categorical variable11-17-14  12:59 pmchris mooney3
Ssd Chemical for cleaning black Dollars, euros,12-05-14  2:08 amJackson0
Doe it matter how to fix factor means?12-16-14  6:36 pmBengt O. Muthen2
Simple mediation analysis1-08-15  11:14 amLinda K. Muthen4
Stratified proportional hazards model1-20-15  11:54 amTihomir Asparouhov2
Predicted Probablities for ZINB2-06-15  10:22 amBengt O. Muthen6
Number of category in NOMINAL option2-06-15  10:26 amBengt O. Muthen2
Testing invariance with model constraint2-09-15  12:22 pmX. Portilla3
Factor scores IRT2-11-15  3:09 pmjan mod4
Error multiple mediation with dichotomous outcome2-13-15  3:44 pmBengt O. Muthen2
Longitudinal model with categorical variables3-05-15  2:36 pmOlga Crowley3
Link function in Bayes estimation3-10-15  1:45 pmTihomir Asparouhov2
Dichotomous & continuous mediators3-19-15  7:25 amBengt O. Muthen2
Binary Data from an Exam3-21-15  8:56 amBengt O. Muthen2
EMPTY CELL ERROR4-09-15  2:13 pmBengt O. Muthen6
Longitudinal CFA with categorical items - Psi npd4-14-15  8:31 amBengt O. Muthen2
Running SEM without raw data4-17-15  2:54 pmLinda K. Muthen4
Monte Carlo study (how to obtain CFI and TLI)4-21-15  12:26 pmLinda K. Muthen2
Latent variable interaction and logit9-04-15  2:23 pmTihomir Asparouhov9
Cross-lagged panel design 4-28-15  5:30 pmBengt O. Muthen4
Juvereal5-24-15  4:04 pmtedlass0
Categorical and Continuous mediators 5-21-15  9:54 amSeulki Choi3
Constrains to categorical variables6-07-15  6:29 amLinda K. Muthen2
Cross-lagged path analysis6-15-15  6:24 amLinda K. Muthen4
Poisson model with time-dependent variables6-12-15  7:32 amBengt O. Muthen6
Lagged analysis with zero-inflated count data6-12-15  5:51 pmBengt O. Muthen2
Problems with Running a Dichotomous Mediator6-13-15  9:49 amjulie schiro3
IRT concurrent calibration1-25-19  10:45 amBengt O. Muthen10
Ordinal DV- only 1 set parameter estimates7-01-15  5:38 pmBengt O. Muthen4
Ordered categorical variables7-03-15  12:46 amRikke Hodal Meincke3
Monte Carlo extension of example 9.277-02-15  6:26 amLinda K. Muthen2
MI across reporters with categorical indicators7-03-15  7:06 amMarike Deutz2
Mediation w/ Binary Outcome, Continuous Covariates8-13-15  4:28 pmBengt O. Muthen2
Montecarlo power simulation for a bifactor model8-21-15  1:51 pmBengt O. Muthen2
Multinomial multilevel7-16-18  2:36 pmBengt O. Muthen5
Vuong's test with multilevel data9-09-15  12:54 pmLns8
Lots of latent variables with variance zero9-09-15  11:10 amLinda K. Muthen3
Residual covariance categorical observed10-04-15  4:54 pmBengt O. Muthen6
Categorical variable as dep and indep variables9-24-15  5:35 pmBengt O. Muthen4
Variable as categorial in mediation analysis10-07-15  7:20 amleon winter3
Ordered logistic regression coefs into equation?11-05-15  7:30 amAlbrecht Küfner5
IRT studies of many groups: the alignment method11-06-15  1:24 pmBengt O. Muthen2
Plot for the Country Specific Parameter11-10-15  6:45 pmTihomir Asparouhov4
Saved factor score using Bayesian estimation11-09-15  4:18 pmBengt O. Muthen2
IRT studies of many groups: the alignment method11-16-15  3:07 pmBengt O. Muthen2
Difference testing in WLSMV and sample size3-04-19  11:43 amTihomir Asparouhov16
# of obs variable of each latent profile£¿12-12-15  4:57 pmBengt O. Muthen4
Logistic regression output12-15-15  5:57 amLinda K. Muthen2
Multigroup CFA for repeated ordinal measures12-20-15  2:15 pmStéphanie Baggio3
Model selection of BSEM with categorical variables12-20-15  5:29 pmBengt O. Muthen2
Nominal as mediators1-15-16  10:47 amLinda K. Muthen6
Ordered categories and count variables1-13-16  9:49 amLinda K. Muthen2
BSEM MI analysis for categorical data1-21-16  4:19 pmBengt O. Muthen2
BSEM limitations2-04-16  10:46 amLinda K. Muthen5
Modeling methods_Simultaneous Eq's_Categ responses2-10-16  6:20 pmVivo Gharib10
Zero-inflated ordered probit7-14-19  11:45 amBengt O. Muthen6
Results in Probability Scale3-12-16  9:44 amLinda K. Muthen2
Quasi Complete Separation3-18-16  7:34 amJames Algina3
Cross-sectional categorical data 2 time points3-27-16  6:04 pmBengt O. Muthen2
Testing for "additive interaction"4-11-16  10:40 amRichard E. Zinbarg5
Exogenous categorical variables in path analysis3-16-18  2:03 pmBengt O. Muthen9
The correlation in path analysis4-13-16  10:08 amLinda K. Muthen2
Missing data in path analysis4-14-16  11:13 amseungjin lee0
FIML4-14-16  11:14 amseungjin lee0
Satorra-Bentler chi-square difference test 4-15-16  6:53 amLinda K. Muthen2
Random parameter Bivariate Ordered Probit Model5-02-16  10:23 amTihomir Asparouhov6
Dichotomous and ordinal predictors2-26-20  4:38 pmBengt O. Muthen4
BSEM categorical data7-25-19  2:06 pmMayara Monteiro8
Reference for Bayesian Bifactor SEM6-05-16  12:52 pmBengt O. Muthen2
Binary DV in mediation analysis (path model)2-24-20  5:11 pmBengt O. Muthen12
Regress covariate on one group in MIMIC6-21-16  7:09 amChristian Lotz3
Latent Class with Covariates, R3STEP9-22-20  10:07 amBengt O. Muthen12
Categorical ESEM Correlation More Than 13-31-19  3:34 pmBengt O. Muthen6
RI-CLPM with ordinal categorical variables10-23-20  4:04 pmBengt O. Muthen11
Multilevel hurdle using NBH option8-08-18  2:33 amKeelan Meade8
Ordered logistic regression7-29-16  12:20 pmBengt O. Muthen4
Category Characteristic Curves8-04-16  6:51 pmBengt O. Muthen2
Nonlinear constraints with a count variable8-08-16  3:37 pmBengt O. Muthen2
Indirect effect for categorical mediator8-23-16  3:03 pmBengt O. Muthen6
Extract information for MAP Estimation9-01-17  12:35 pmBengt O. Muthen10
Bifactor model using categorical data8-23-16  11:47 amBengt O. Muthen2
IRT studies of many groups9-10-16  3:38 pmBengt O. Muthen2
Logistic regression with categorical predictor9-20-16  10:23 amBengt O. Muthen4
Generating categorical indicators missingess9-19-16  1:04 pmBengt O. Muthen2
Difftest with ML estimator9-20-16  5:57 amLinda K. Muthen2
IRT parameterization of ordinal responses?9-22-16  6:11 pmBengt O. Muthen2
Factor with one categorical indicator?10-11-16  12:03 pmBengt O. Muthen2
Use summary data for SEM with binary varaibles11-02-16  5:39 pmBengt O. Muthen2
Logistic model: bayes vs other estimation11-15-16  12:49 pmMichael T Weaver3
Combing Declarations for Count and Censored11-26-16  12:24 pmBengt O. Muthen9
Zero inflated Negative Binomial Multiple mediation12-19-16  6:03 pmBengt O. Muthen2
Many Facet Rasch Model1-29-17  8:01 amBilly Buchanan7
Mediation2-10-17  4:24 pmBengt O. Muthen5
Guttman scale3-03-17  5:07 pmBengt O. Muthen2
Ordinal mediator 3-06-17  6:09 pmBengt O. Muthen4
AR cross-lagged model with binary variable.5-10-18  3:17 pmBengt O. Muthen9
Output for theta and delta parameterization4-10-17  7:08 pmBengt O. Muthen4
Save covariance matrix for categorical data4-11-17  3:07 pmLinda K. Muthen4
Dummy endogenous variables4-13-17  4:42 pmBengt O. Muthen4
Measurement invariance estimator WLS6-02-17  3:05 amJan Ivanouw3
Categorical_likert and interpretation6-05-17  3:53 pmBengt O. Muthen7
Less than 2 categories.6-10-17  6:29 amLinda K. Muthen2
Categorical Dependent Variable 6-28-17  6:21 pmBengt O. Muthen2
Multigroup SEM, complex data, and 3 cat variables7-06-17  5:38 pmLinda K. Muthen2
Thresholds with missing data7-21-17  5:03 pmBengt O. Muthen2
LCA with different indicator variables8-07-17  3:15 pmBengt O. Muthen6
Binary observed variable in SEM8-27-17  6:34 amLinda K. Muthen2
ML and WLSMV estimation with categorical variables4-18-20  3:17 pmBengt O. Muthen4
Probabilities from probit regression coefficients9-28-17  10:32 amBengt O. Muthen2
Causal effects for 4-category nominal mediator4-15-20  4:50 pmBengt O. Muthen17
Delta or theta parameterization?12-13-17  2:03 pmBengt O. Muthen3
Characters after Parentheses12-20-17  6:41 pmJohn D Peipert3
NGROUPS option with MC simulation1-15-18  7:52 amBengt O. Muthen4
Correlation matrix in SAMPSTAT output4-27-18  9:06 amBengt O. Muthen6
"Total Effect Intercept" with Categorical Mediator2-06-18  3:43 pmBengt O. Muthen12
Multifactor IRT model2-16-18  1:32 pmBengt O. Muthen4
Theta error IRT2-22-18  3:23 pmBengt O. Muthen5
Nominal IV & nominal mediator & continuous DV3-20-18  9:58 amJon Heron3
TNIE3-21-18  2:59 pmBengt O. Muthen2
Monte Carlo Simulation for IRT Model3-28-18  1:02 pmBengt O. Muthen4
IRT Result with Binary Variables4-03-18  3:29 pmBengt O. Muthen4
Correlate categorical variable in path model4-30-18  6:05 pmBengt O. Muthen2
Multilevel serial mediation 5-17-18  4:38 pmBengt O. Muthen2
Invariance of item group models5-28-18  5:40 pmBengt O. Muthen2
Cross lagged involving categorical variables6-21-18  3:46 pmBengt O. Muthen4
Factor scores for non-converging models7-08-18  5:06 pmBengt O. Muthen2
Sarahpsychology8-01-18  7:03 amSarah Victor4
Missing Data in Discrete Time Survival Analysis7-31-18  6:02 pmBengt O. Muthen3
Chi-Square Diff Test value higher than expected8-03-18  1:37 pmBengt O. Muthen2
Describing CFA with categorical variables8-31-18  2:13 pmBengt O. Muthen2
Mimic anlysis with categorical factor indicators 9-04-18  2:46 pmBengt O. Muthen2
Odds ratio p-values2-20-20  4:33 pmBengt O. Muthen7
WLSMV + INDIRECT cont/binary MVs & binary DV10-02-18  5:47 amBengt O. Muthen2
First-order vs. stationary vs. second-order model 10-05-18  2:48 pmBengt O. Muthen2
MLR VS WLSMV in Probit10-09-18  6:04 pmBengt O. Muthen2
Categorical vs. binary variables 10-30-18  5:09 pmBengt O. Muthen10
Cross-lagged panel analysis with binary variable7-22-20  6:04 pmBengt O. Muthen12
Dummy Variables11-19-18  4:21 pmBengt O. Muthen4
Why LCA affected by order of indicator variables11-19-18  4:18 pmBengt O. Muthen4
Left/Interval censoring in survival analysis12-18-18  9:04 amTihomir Asparouhov2
Mediation analysis for non-normal count data 1-16-19  2:03 pmBengt O. Muthen4
Mimic analysis with categorical indicators1-23-19  10:24 amBengt O. Muthen2
Conditional logistic regression1-30-19  3:08 pmBengt O. Muthen2
Non-independent observations2-05-19  5:13 pmBengt O. Muthen2
Generating binary mediator3-05-19  2:55 pmBengt O. Muthen6
LCA output - lost a nominal category3-28-19  11:40 pmMelanie3
Mixture modeling, known class, clustered SEs4-03-19  11:56 pmCRG3
Latent Class Mediation4-28-19  3:53 pmBengt O. Muthen8
Bivariate Dichotomous Dependent Variables5-02-19  2:02 pmBengt O. Muthen4
Loglinear Model5-04-19  6:26 pmJames Algina3
Binary Mediator7-24-19  10:11 amBengt O. Muthen2
Multilevel logistic regression8-10-19  6:27 amBengt O. Muthen2
Model fit indices for a logistic regression9-07-19  4:35 pmBengt O. Muthen4
Cox Proportional Hazards model 9-02-20  9:04 pmTihomir Asparouhov5
Probing an interaction with dichotomous outcome10-24-19  10:29 amNicole Watkins5
Model Fit for 1 Categorical & 2 Continuous DVs11-16-19  7:15 amDeanna Ibrahim3
Bayes Discrepancy Function for Ordinal PPC 1-09-20  7:01 pmAndrew Johnson3
Moderated Mediation with Categorical IV3-10-20  10:37 amBengt O. Muthen5
GxE model for ordinal outcome3-25-20  4:57 pmBengt O. Muthen2
Latent Factor Means for Probit Plotting3-26-20  11:49 amEmily Cherenack3
Moderated ACE liability threshold model5-29-20  2:28 pmTihomir Asparouhov5
Continuation ratio logit models5-16-20  9:04 amTihomir Asparouhov2
Fit indices in CFA with binary indicators5-18-20  5:29 pmBengt O. Muthen2
Power analysis for Latent Profile Analysis10-01-20  8:33 pmYu Hui Zhang8
Indirect effects with binary mediator, outcome6-04-20  12:54 pmBengt O. Muthen4
Multilevel logistic regression 6-28-20  6:14 amTeuta Danuza5
Logistic Regression Montecarlo Analysis7-15-20  4:46 pmBengt O. Muthen4
Beginner Q on standardized logistic regression8-11-20  11:43 amPhil Wood8
CFA with WLSMV - MARX or MCAR?10-14-20  3:44 pmBengt O. Muthen4
WLSMV Montecarlo - comparing Theta and Delta10-14-20  4:04 pmBengt O. Muthen3
Prior distribution in Factor score estimation10-23-20  4:02 pmBengt O. Muthen2
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