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.
Thread (Start New Thread) Last Post Last Poster Posts
Multiple group analysis with categorical variables8-22-10  12:03 ambekti240
Fit indices for categorical outcomes6-24-10  12:33 amSerge Rijsdijk191
Multigroup modeling6-22-10  6:19 amLinda K. Muthen76
Path Analysis + Unique Families + Categorical Y6-23-09  6:02 amLinda K. Muthen138
Modification Indices for Categorical Outcomes4-21-10  1:22 pmLinda K. Muthen15
Number of cases for WLSMV estimation3-06-06  4:58 pmLinda K. Muthen8
IRT Models in Mplus9-03-10  3:58 pmLesa Hoffman247
MIMIC Models11-06-09  9:06 amMatthew Diemer49
Multigroup modeling and residual variance constraints4-10-08  2:46 pmLinda K. Muthen8
Choice of estimator6-17-09  5:59 amPaul Silvia21
Measurement Invariance9-01-10  4:31 pmLinda K. Muthen108
Monte Carlo Simulation1-28-10  5:36 pmLinda K. Muthen71
WLS vs. WLSMV results with ordinal data11-05-09  7:40 pmanonymous34
Underlying normality and polychoric correlations7-09-07  9:55 amLinda K. Muthen48
Exogenous perdictors in Ordinal LGC models3-06-06  10:39 ampoker casino2196
Calculating df when using the WLSM estimator 11-24-08  8:43 amLinda K. Muthen22
Significance (p values) for parameter estimates using WLS and WLSMV...11-22-05  4:30 pmbmuthen8
Understanding Scale factors9-02-00  12:48 pmLinda K. Muthen2
Longitudinal invariance with categorical indicators8-03-10  4:30 pmLinda K. Muthen4
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 indicators8-25-09  7:38 amLinda K. Muthen65
Growth Model for Categorical Outcome10-17-09  12:21 pmBengt O. Muthen30
WLSM vs WLSMV3-31-09  7:20 amLinda K. Muthen17
Factor Invariance Over Time4-14-01  6:13 pmBengt O. Muthen2
Second-order factor analysis4-25-01  8:02 amLinda K. Muthen2
Random effects discrete time logit survival model10-22-08  12:14 pmBengt O. Muthen13
Interpretting results of model with dichotomous outcome3-21-09  10:40 amBengt O. Muthen50
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 estimator5-11-06  12:27 pmLinda K. Muthen6
SEM for count models?5-04-10  9:36 amLinda K. Muthen51
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 Definite9-10-02  8:46 ambmuthen2
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 Controls1-08-10  6:51 amLinda K. Muthen12
Ordered Logistic Regression7-16-10  9:41 amLinda K. Muthen25
Interpreting quadratic growth factors with ordered categorical vars5-25-09  10:23 amLinda K. Muthen7
Covariances of exogenous variables6-22-05  12:18 amLinda K. Muthen4
Power Calculation with Categorical Indicators8-05-08  6:14 amLinda K. Muthen6
Interpretation of factor loadings2-05-03  8:17 ambmuthen2
Distrubution of Est./S.E. in WLS, WLSM, WLSMV.2-13-03  7:34 amLinda K. Muthen2
Chi-square difference test in categorical data3-16-10  5:00 pmLinda K. Muthen72
Categorical outcomes 2-09-10  9:54 amLinda K. Muthen29
Two-variable discrete time survival modeling5-05-03  6:44 amPatrick Malone3
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...4-11-09  11:49 amChristoph Ihl37
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?8-06-03  7:06 amLinda K. Muthen2
How to test group differences in path coefficients and ...5-12-08  10:30 amLinda K. Muthen13
Latent response variables ?10-23-03  8:57 amLinda K. Muthen2
Missing by design / Categorical Data / Measurement Invariance5-10-04  10:32 amLinda K. Muthen6
Model identification4-19-10  6:24 amLinda K. Muthen9
Logistic regression models6-25-09  5:27 pmBengt O. Muthen28
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 parameterization3-25-04  3:15 pmLaura3
Generating factor scores5-22-10  7:57 amLinda K. Muthen10
Mediation and moderation6-23-10  2:52 amSerge Rijsdijk32
Multi-group modeling5-08-07  3:20 pmLinda K. Muthen41
Parameterization of mixture models with cat obs variables1-13-05  4:30 pmLinda K. Muthen7
Plot utility7-06-10  5:27 pmLinda K. Muthen12
Comparison of Latent Class Structures12-17-09  12:48 pmLinda K. Muthen13
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 coefficient12-13-08  5:07 pmBengt O. Muthen14
ML with Numerical Integration vs. WLSMV8-04-10  5:52 pmSyd23
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 terms12-03-05  6:07 amLinda K. Muthen6
Binomial and Poisson Counts with Variable Exposure12-10-09  11:44 amTihomir Asparouhov11
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 4-21-09  7:24 amLinda K. Muthen6
Montecarlo simulation10-06-08  8:33 amLinda K. Muthen21
IRT/CFA parameterization10-06-08  6:04 amDiana Clarke6
GLLAMM vs M-Plus 39-29-04  4:42 pmbmuthen2
CFA with categorical indicators and covariate9-29-04  4:48 pmbmuthen2
Handle Missings?4-12-07  1:58 pmBengt O. Muthen6
Categorical latent variable10-01-04  10:06 amLinda K. Muthen4
Causal indicators8-12-09  8:51 amLinda K. Muthen18
Interpretation of R-square in categorical data modeling3-25-08  4:16 pmLinda K. Muthen7
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 errors2-26-05  5:55 pmbmuthen8
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 frequencies4-02-05  9:02 pmBMuthen2
Comparing non-nested models2-15-10  3:39 pmLinda K. Muthen8
reliability measures4-16-05  4:40 amBMuthen2
Modification indices for errors/disturbances9-14-08  7:42 pmBengt O. Muthen15
Homogeneous fit indices4-20-05  9:29 amBMuthen2
Mixture model analysis wtih categorical indicators2-24-10  5:21 pmFiona Shand9
Interpreting thresholds4-23-05  6:49 pmAnonymous2
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 regression4-28-05  8:38 amLinda K. Muthen2
Chi-square for nested model with categorical data4-28-05  10:14 amLinda K. Muthen2
Polychoric correlation8-03-10  8:56 amLinda K. Muthen17
Cluster analysis11-17-06  12:17 pmBengt O. Muthen7
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 parameters5-19-05  1:07 pmSanjoy3
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. logit6-04-07  7:27 amLinda K. Muthen4
SEM related_" ******* "sign8-07-09  8:05 amLinda K. Muthen7
WLSMV vs LISREL's DWLS6-09-05  8:29 amLinda K. Muthen4
Weight variables5-25-06  9:45 amLinda K. Muthen4
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 47-02-07  9:00 amLinda K. Muthen6
Assumptions of Censored Regression in MPlus3-22-08  12:58 pmBengt O. Muthen8
Offset in Poisson regression 10-08-09  7:10 amgeorge15
Pseudo-R^2 for Models with an Ordinal Response Variable3-09-07  8:20 amLinda K. Muthen6
Thresholds, DELTA, THETA9-28-05  10:28 ambmuthen3
Extreme values in LCA results 10-08-05  10:56 amLinda K. Muthen2
Marginal effect10-09-05  3:46 pmSanjoy5
Sample selection, censoring and truncation6-01-08  1:00 amBengt O. Muthen7
Ctaegorical CFA12-26-06  2:20 pmLinda K. Muthen5
TECH3 output11-29-05  5:45 amJan Brenner4
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 model7-21-10  10:11 amBengt O. Muthen29
Saving Residuals Covariances/Residual Correlations2-13-06  3:33 pmLinda K. Muthen12
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) model5-05-10  11:40 amThomas Olino3
ML and WLSMV estimates4-13-06  9:37 amLinda K. Muthen4
EFA/CFA with mixed nominal and ordinal indicators7-21-06  5:27 amnina yamanis8
Error variance for endogenous count variables5-08-06  8:54 amBengt O. Muthen8
Parallel process growth models 5-03-06  11:03 pmpatrick sturgis2
Multivariate Ordered Logit/Probit6-05-07  9:02 amLinda K. Muthen10
Multiple group analysis for semicontinuous model5-19-06  8:14 pmLinda K. Muthen3
Path model with poisson outcome5-27-06  4:11 pmLinda K. Muthen2
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 modeling7-02-06  5:33 amBengt O. Muthen2
Censored regression7-12-06  2:01 amLinda K. Muthen2
Categorical predictors8-15-06  8:53 amLinda K. Muthen6
Estimating omega_h from CFA of categorical items8-18-06  8:04 pmRichard E. Zinbarg8
IRT and item factor analysis of categorical items1-07-07  9:06 amLinda K. Muthen8
Mean of the Latent Intercept Growth Factor 8-18-06  6:17 pmBengt O. Muthen4
Non-recursive path model9-07-06  9:19 amBengt O. Muthen2
Error message - not enough memory9-08-06  8:49 amBengt O. Muthen2
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 model3-02-07  8:47 amanne marie mauricio3
Factor scores for ordinal variables6-27-08  9:59 amLinda K. Muthen6
Query about R-square3-31-09  3:47 pmJinhua Zhao7
Partial proportional odds model11-26-08  1:41 amMads Meier Jæger10
Poisson R-Square estimate possible?3-28-07  6:42 pmJon Elhai5
Chi-square for IRT5-02-07  8:52 amLinda K. Muthen4
Predicted probabilities, etc.5-09-07  2:19 pmLinda K. Muthen6
Differences in BIC values7-03-10  1:39 pmRob Dvorak16
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 Regression6-17-10  10:32 amLinda K. Muthen7
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 CFA6-11-07  6:30 amRicardo Villarreal D3
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?2-17-09  10:46 amLinda K. Muthen6
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 IRT8-23-07  11:22 amLinda K. Muthen2
Categorical data modeling - beginner9-18-07  4:41 amLinda K. Muthen2
Continuous Time Survival Analysis11-13-08  10:47 amBengt O. Muthen10
Latent Class Errors11-26-07  8:41 amYaacov Petscher0
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 mediator5-22-10  8:54 amLinda K. Muthen24
Categorical9-10-09  7:29 amAJB5
Polytomous Rasch models4-07-08  9:06 amLinda K. Muthen2
Categorical Indicator5-08-08  2:30 pmLinda K. Muthen8
Unidimensionality 4-15-08  7:42 pmBengt O. Muthen4
Post Hoc Power Analysis with Categorical2-16-09  4:58 pmLinda K. Muthen6
Poisson with Normal Residuals10-06-08  7:06 amBengt O. Muthen4
ACE model on Latent Factors with cat. indicators11-02-09  7:05 pmSteven Taylor8
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 Zeros6-25-08  9:27 amBengt O. Muthen2
Latent Transition Analysis with Covariate8-06-08  5:29 pmBengt O. Muthen8
Across-time measurement invariance7-03-08  4:25 pmLinda K. Muthen5
P-values + wlsmv7-03-08  12:44 amInga BEck2
Partial Credit Model7-04-08  11:40 amBengt O. Muthen2
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 regression10-15-08  5:49 pmBengt O. Muthen4
Latent class analysis10-08-08  4:38 pmLinda K. Muthen2
Defining outcomes as categorical vs. continuous10-16-08  6:36 pmLinda K. Muthen8
IRT with Theta/Delta parameterization 10-15-08  3:06 pmLinda K. Muthen2
Interpratation of zero-inflated models6-25-09  9:38 amBengt O. Muthen9
Longitudinal CFA with binary indicators with FIML11-07-08  9:03 amLinda K. Muthen2
Calculating Probit Probabilities11-29-09  4:53 pmBengt O. Muthen17
Bivariate probit regression11-13-08  10:43 amBengt O. Muthen2
Time-varying covariates in discrete-time hazard1-08-09  1:49 pmLinda K. Muthen2
Bootstrapping3-13-09  6:11 amBen Spycher7
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 output2-18-09  9:31 pmArjan Berkeljon3
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) issues1-29-10  5:12 pmBengt O. Muthen6
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 Distribution4-10-09  6:24 pmDimiter 17
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 fscores4-30-09  11:40 amLinda K. Muthen2
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 variables5-28-09  11:32 amBengt O. Muthen2
Local independence check6-05-09  9:18 amLinda K. Muthen4
LCA with missing data6-04-09  9:43 amLinda K. Muthen2
Item location in IRT6-11-09  11:02 amBengt O. Muthen2
Categorical mediating variable6-12-09  8:21 amLinda K. Muthen2
Vuong's test for Poisson, NB, ZIP, and ZINB7-08-10  5:03 amRob Dvorak7
Number of data points necessary for LTA6-19-09  10:57 amBengt O. Muthen4
Some of the variables are nominal. 10-29-09  11:43 amLinda K. Muthen13
Demographic variables in SEM 1-31-10  1:25 pmLinda K. Muthen10
Threshold and probability6-23-09  6:05 amLinda K. Muthen5
Zero-Inflated Negative Binomial Regression6-28-09  11:26 pmMark A. Greenbaum4
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 Testing8-05-09  1:09 pmBengt O. Muthen2
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 outcomes9-24-09  9:25 amBengt O. Muthen4
Calculation of 95% confidence intervals 10-12-09  2:51 pmNicole Stanoff3
Multinomial logistic regression & interaction10-18-09  12:53 pmBengt O. Muthen8
Basic question about 2 x 2 contingency table. 10-17-09  3:25 pmBengt O. Muthen4
Reading Tetrachoric Correlations into Mplus10-19-09  12:17 pmEthan Arenson0
Indirect effects11-13-09  11:42 amJim Shaw6
Path analysis and categorical data11-13-09  6:30 amJay Wilkins2
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 variables2-08-10  8:19 amLinda K. Muthen2
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 study3-15-10  6:20 amLinda K. Muthen10
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 WLSM6-18-10  10:43 amLinda K. Muthen2
Conditional prob. function and regression6-22-10  10:35 amBengt O. Muthen2
IRT for continuous item responses6-26-10  9:33 amLinda K. Muthen4
Covariances with latent interactions7-03-10  9:49 amLinda K. Muthen4
Variable with non-integer value8-06-10  9:52 amLinda K. Muthen2
Categorical mediator in SEM8-11-10  10:14 amLinda K. Muthen2
Bifactor IRT models8-11-10  10:16 amLinda K. Muthen2
Factor score calculation from categorical outcomes8-20-10  10:04 amLinda K. Muthen4
Clustered nominal outcomes8-19-10  4:08 pmLinda K. Muthen2
Zero-inflated poisson coefficients8-26-10  3:46 pmBengt O. Muthen2
Start New Thread