Multilevel Data/Complex Sample  
Mplus Discussion >
There are two approaches to the analysis of complex sample data in Mplus. The first approach is to compute standard errors and chi-square tests of model fit taking into account complex sampling features. These include stratification, sampling weights, and clustering. Standard error computations use a sandwich estimator. This is referred to as TYPE=COMPLEX in Mplus. For this approach, observed dependent variables can be continuous, censored, binary, ordered categorical (ordinal), unordered categorical (nominal), counts, or combinations of these variable types. When observed dependent variables are all continuous, Mplus has one estimator choice: maximum likelihood with robust standard errors and chi-square (MLR). When at least one observed dependent variable is binary or ordered categorical, Mplus has five estimator choices: weighted least squares (WLS), robust weighted least squares (WLSM, WLSMV), maximum likelihood with robust standard errors and chi-square (MLR), and unweighted least squares (ULS). When at least one observed dependent variable is censored, unordered categorical, or a count, Mplus has four estimator choices: weighted least squares (WLS), robust weighted least squares (WLSM, WLSMV), and maximum likelihood with robust standard errors and chi-square (MLR).

The second approach is to specify a model for each level of the multilevel data, commonly referred to as multilevel modeling. This is referred to as TYPE=TWOLEVEL in Mplus. The multilevel extension of the full Mplus modeling framework allows random intercepts and random slopes that vary across clusters in hierarchical data. These random effects can be specified for any of the relationships of the full model. Random effects representing across-cluster variation in intercepts and slopes or individual differences in growth can be combined with factors measured by multiple indicators on both the individual and cluster levels. In line with SEM, regressions among random effects, among factors, and between random effects and factors are allowed. For this approach, observed dependent variables can be continuous, binary, ordered categorical (ordinal), or combinations of these variable types. When observed dependent variables are all continuous, Mplus has four estimator choices: Muthen’s limited information estimator (MUML), maximum likelihood (ML), and maximum likelihood with robust standard errors and chi-square (MLR, MLF). When at least one observed dependent variable is binary or ordered categorical, Mplus has three estimator choices: maximum likelihood (ML) and maximum likelihood with robust standard errors and chi-square (MLR, MLF).

Besides controlling for clustering, TYPE=TWOLEVEL allows the use of sampling weights and stratification in the estimation of parameters, standard errors, and chi-square tests of model fit. With sampling weights, parameters are estimated by maximizing a weighted loglikelihood function.
Thread (Start New Thread) Last Post Last Poster Posts
Convergence12-26-11  10:46 amAllison Lombardi32
Intraclass correlations1-27-14  3:53 amrebecca lazarides164
Evaluation of model fit2-03-14  6:22 amTanja Gabriele Bauds154
Categorical Outcomes10-28-13  10:17 amLinda K. Muthen50
Factor loading MCA models8-22-11  3:11 pmLinda K. Muthen10
Total and Indirect Effects1-26-14  10:10 amLinda K. Muthen69
Building a Multilevel Structural Model 4-07-14  6:04 pmMegan Bell168
Hierarchical regression1-27-14  12:04 pmLinda K. Muthen95
Multilevel factor analysis12-15-13  7:21 amLinda K. Muthen156
Example data: Published?1-24-01  6:21 pmBengt O. Muthen2
Multigroup Model2-21-14  8:21 amLinda K. Muthen117
Fit indices2-14-14  11:19 amBengt O. Muthen39
Saving Parameter estimates in separate files9-12-08  1:56 pmHao Duong7
Multilevel SEM Examples4-22-14  2:47 pmsoc stats117
Missing data10-16-13  3:59 pmLinda K. Muthen60
Cluster Size4-09-14  11:27 amLAlli60
Multilevel Time Series Question5-10-12  11:19 amLinda K. Muthen24
3-level analysis by HLM and Mplus8-24-11  5:07 pmLinda K. Muthen23
Random intercepts1-22-14  10:11 amLinda K. Muthen66
Is it possible to run "type=complex"and "type=mgroup" simultaneousl...8-27-08  8:53 amLinda K. Muthen4
FIML versus MUML1-25-12  11:32 amLinda K. Muthen32
Version differences9-03-08  7:25 amLinda K. Muthen6
Random regression in Mplus5-09-13  3:33 pmJan Zirk25
Path analysis with 3-way (multilevel?) data3-06-06  11:05 ampoker casino6256
Simple multilevel problem (?)11-22-13  10:59 amLinda K. Muthen56
Testing for clustering2-06-03  10:50 ambmuthen2
Random intercept model with latent independent variable5-04-10  10:13 amLinda K. Muthen6
Using only the within or between matrix4-23-07  8:01 amLinda K. Muthen8
Autoregressive errors in multi-level model3-06-06  10:36 ampoker casino68929
MUML and MUMLM8-22-03  9:41 ambmuthen2
Adjusting standard errors for cluster sampling7-31-13  11:04 amBengt O. Muthen24
Effective sample size8-21-12  8:42 amLinda K. Muthen4
Path Analysis using categorical latent outcome variable1-03-05  12:10 pmLinda K. Muthen13
Group level variable and low intra class correlation10-17-03  4:32 amdaan stam5
Linear dependency in ML models10-20-08  6:19 pmKwam Nuak2
Unconditional model10-02-13  12:04 pmLinda K. Muthen45
Power/monte carlo studies with multilevel data1-29-14  8:17 pmTheo Niyonsenga62
Nonrecursive models1-25-04  3:30 pmAnonymous1
Rmsea with unbalanced group sizes2-10-04  2:41 pmLinda K. Muthen2
How does Mplus handle non-normal model?1-26-06  8:23 amLinda K. Muthen9
SEM and sampling weights4-11-13  6:24 pmRachel V42
Multilevel latent class analysis4-16-14  5:57 pmBengt O. Muthen67
Two-level model without first-level covariates10-01-13  2:50 pmLinda K. Muthen13
Analysis=integration, multiple groups4-20-04  6:27 pmLinda K. Muthen2
Unstable estimate of correlation5-05-04  1:17 pmLinda K. Muthen2
Multilevel data in discrete-time survival analysis9-22-09  10:53 amBengt O. Muthen10
Possible LISREL syntax for multilevel modeling?7-13-04  5:41 pmbmuthen2
Multilevel Means Modeling7-25-04  12:06 pmbmuthen2
Numerical integration1-27-09  6:18 amLinda K. Muthen14
Non-linear constraints and complex sample data9-03-04  8:48 ambmuthen4
Teory path analysis with multilevel data9-29-04  3:59 pmLinda K. Muthen2
Modification indices in multilevel?9-29-04  4:00 pmLinda K. Muthen3
Multiple group comparion with complex sample using cluster and weig...3-15-13  6:20 amLinda K. Muthen62
Estimated means for multilevel mixture model1-24-07  3:49 pmNordin abd Razak8
Multilevel path analysis for binary outcomes12-05-04  8:03 amLinda K. Muthen2
Random slopes for SEM?8-12-13  9:45 amLinda K. Muthen29
Weight Option and ICCs?12-17-04  3:55 pmbmuthen2
Standardized Solutions 10-04-13  6:12 amLinda K. Muthen15
Unknown Factors in Between Level12-22-04  8:50 amThuy Nguyen4
Data Structure1-16-14  10:14 amLinda K. Muthen21
A general comment12-23-04  11:02 amLinda K. Muthen2
Contrasts using multinomial logistic4-13-07  9:01 amBengt O. Muthen6
Robust WLS Sample size?1-18-05  3:48 pmLinda K. Muthen2
Intercept?2-18-05  5:18 pmbmuthen2
Zero-inflated Poisson regression in multilevel setting3-04-13  2:47 pmLeslie Rutkowski9
Discriminant validity in multilevel model2-28-05  6:30 pmbmuthen2
Start Values in Multilevel Path Analysis8-25-05  2:37 pmbmuthen4
Is type=complex or type=multilevel the appropriate type of analysis?2-25-14  1:16 pmLinda K. Muthen29
More thann two levels?4-26-10  8:11 amLinda K. Muthen16
Level-two variables with no complement on level-one 3-02-14  5:08 pmLinda K. Muthen6
Unbiased Estimates Using Type=Complex?8-10-11  5:44 pmBruce A. Cooper17
Unit of Analysis in Aggregated Data3-06-06  10:32 ampoker casino7532
Between Level Covariance Matrix is NPD4-02-05  8:40 pmLinda K. Muthen2
Multiple membership models7-05-13  8:44 amBengt O. Muthen23
Help with a random slope interpretation5-16-13  8:20 amLinda K. Muthen26
No ICCs when using ordinal variables?4-15-05  2:01 amBMuthen5
Unbalanced multilevel data 3-02-11  9:14 amLinda K. Muthen10
Non-Positive Definite Between Level Matrix4-23-05  5:24 pmAnonymous2
Save out factor scores with complex data12-02-13  5:17 pmLinda K. Muthen18
Complex sample (BRR) and dichtomous outcomes5-17-05  3:47 pmbmuthen2
Three-level growth modeling8-03-06  3:12 pmBengt O. Muthen8
Using KNOWNCLASS3-20-07  4:08 pmLinda K. Muthen6
EFA/CFA with complex sample data3-19-14  4:28 pmAshleigh M37
Multilevel SEM --everything random?6-09-05  6:31 pmbmuthen4
How many degrees of freedom?2-12-14  10:50 amLinda K. Muthen12
Weight variable in SEM5-26-11  12:42 pmthomas schmidt15
Formative vs. Reflective constructs in MSEM7-07-05  1:19 pmbmuthen10
Minimum number of level-1 units within level-2 units6-28-05  8:19 amLinda K. Muthen2
Memory shortage7-07-05  1:12 pmMichael J. Zyphur3
No SIGB and SAMPLE matrices2-06-06  8:46 amLinda K. Muthen13
ICC with Latent variable SEM - 2 Level Model4-15-10  10:44 amLinda K. Muthen23
"Negative Nonindependence"/"Frog Pond Effect"4-23-14  10:40 amLinda K. Muthen4
Correlations9-30-13  10:41 amLinda K. Muthen23
How many clusters?4-15-13  8:37 amLinda K. Muthen17
Censored Two Level Model?8-08-05  1:24 pmbmuthen2
How to consider this dataset / which model is good?8-11-05  10:58 ambmuthen4
Question more / How to consider this dataset8-11-05  10:50 ambmuthen2
Ex 9.13 Question. 8-12-05  2:31 pmbmuthen2
Multilevel measurement/structural invariance1-05-14  10:02 amjml48
How to fix this problem? ex 9.138-15-05  10:05 amAnonymous4
Multilevel Model Example on Web Site6-16-06  12:30 pmxue li3
The Big help for your comment about model/ output/ concept(1)4-16-10  9:16 amLinda K. Muthen2
Example for type=complex11-07-13  6:30 amLinda K. Muthen36
Two-level model with cross-classified random effects8-20-05  3:17 pmMichael J. Zyphur3
To Integrate or not in two-level modeling8-22-05  6:05 pmbmuthen2
Information matrix: expected vs. observed vs. combination1-09-09  7:15 amLinda K. Muthen4
A few question in Mplus example.8-24-05  6:02 pmbmuthen2
Using "Design Effect" weight variables in NCES datasets8-24-05  8:04 pmAnonymous5
Cross-level and between-group interactions4-16-14  5:47 pmBengt O. Muthen114
Using Mplus: the Multilevel model Question.11-26-12  6:54 pmFANG BEE LING12
Multilevel model -> Assume Logistic Regression9-01-05  6:08 pmbmuthen2
Multilevel model <- Cluster level one more than9-12-05  2:15 pmLinda K. Muthen2
Random slope with fixed intercept9-13-05  4:29 pmbmuthen2
Error message Output 6-11-13  6:10 pmTaejin Hwang11
Multilevel model and eroor message / Lots of missing data9-21-05  7:32 amLinda K. Muthen2
Weights 11-12-12  11:02 amLinda K. Muthen11
Cluster Issues3-28-13  10:52 amLinda K. Muthen12
Binary Data at Level-27-09-08  5:19 pmLinda K. Muthen13
Non-positive Definite Matrix--Between Level10-13-05  10:04 amLinda K. Muthen2
MONTECARLO and weights10-17-05  8:02 amLinda K. Muthen2
Using Sigb 12-07-05  6:03 amLinda K. Muthen8
Multilevel Regression8-06-12  9:57 amLinda K. Muthen12
Latent random slope models10-21-05  6:02 amLinda K. Muthen2
Level-2 variables on level-1 independent variables10-22-05  8:38 amLinda K. Muthen2
Monte Carlo Question10-30-05  7:39 amLinda K. Muthen2
Scaling in CFA/SEM with complex data10-30-05  6:37 pmbmuthen2
Multiple sampling weights for growth model?11-03-05  9:09 ambmuthen6
Multilevel SEM for repeated surveys11-03-05  10:21 amTom5
Simulation of Multilevel SEM9-21-11  12:49 pmQianLi Xue19
Constraints9-04-12  2:56 pmBengt O. Muthen8
Convergence Number in Simulations11-12-05  6:05 pmLinda K. Muthen2
R-Square3-07-14  4:39 pmBengt O. Muthen41
Zero-Loadings on Level 2 Factor12-06-05  10:41 amLinda K. Muthen8
Invariance across reporters (multilevel v. not)11-28-05  4:37 pmLinda K. Muthen2
Within and Between Specification12-20-11  5:59 amLinda K. Muthen26
Combination of MFA and multilevel path analysis12-01-05  8:34 amLinda K. Muthen5
Recommended Estimator11-30-12  6:35 amLinda K. Muthen51
Specifities12-19-05  6:39 pmbmuthen13
Relationships between latent constructs12-07-05  6:26 pmbmuthen2
Can MPLUS analyze a general three-level model?6-15-12  1:00 pmLinda K. Muthen4
Std vs. StdXY8-09-12  5:50 amLinda K. Muthen5
Mplus 4 Multilevel features?12-31-05  7:54 pmMichael J. Zyphur4
Categorical dependent variable using complex?1-06-06  11:30 amLinda K. Muthen2
Shouldn't within-groups variables be latent too?1-21-06  6:24 pmmike zyphur3
StdYX in Multilevel Regression2-05-06  5:09 pmLinda K. Muthen7
Saving Multilevel Residuals 1-27-06  8:48 amLinda K. Muthen2
Between-Level Question1-30-06  2:06 pmanonymous3
Estimating interactions with sig-w1-31-06  8:06 amLinda K. Muthen4
Multiple Weights in Mplus Multilevel Models2-14-14  11:26 amLinda K. Muthen8
Comparing MLR models with type complex4-08-09  10:40 amLinda K. Muthen4
Design Effect and Biased Parameter Estimates9-28-09  9:29 amBengt O. Muthen14
Looking for polytomous multilevel data3-28-09  10:55 amBengt O. Muthen4
Analysis Advice1-18-10  7:15 amMari Kim10
Reliability coefficient2-28-06  3:55 pmbmuthen2
Panel Data Econometrics3-04-06  4:30 pmbmuthen4
Residual Variance of Random Coefficient Set to 08-02-11  9:41 amLinda K. Muthen4
Multilevel regression12-04-12  11:07 amBengt O. Muthen12
Examples from national data sets8-18-07  3:45 pmBengt O. Muthen6
Large and varied design effects3-29-06  8:24 amLinda K. Muthen2
Factor Scores for Random Slopes4-14-06  5:39 amBengt O. Muthen6
Sample weights8-08-13  8:07 amLinda K. Muthen26
When are level 1 variables designated "within"?5-19-06  5:00 amBengt O. Muthen2
TYPE = COMPLEX7-25-06  7:50 amBengt O. Muthen6
How to classify by logistic regression6-06-06  10:05 amBengt O. Muthen4
Parallel process multilevel growth curve model6-12-06  2:39 pmBengt O. Muthen2
Working with pooled data in sem4-23-14  5:58 pmBengt O. Muthen6
Multilevel mixture modeling10-17-08  11:50 amBert Weijters5
Estimating Chi Square7-02-06  5:18 amBengt O. Muthen2
Factor scores in multilevel analysis3-14-14  9:03 amBengt O. Muthen6
Multilevel reliability4-23-12  1:39 pmLinda K. Muthen30
Analysis of nonindependence of groups 7-12-06  1:58 amLinda K. Muthen2
Model specification7-26-06  9:47 amLinda K. Muthen2
Max number of levels allowed in Multilevel Model7-30-06  4:35 pmLinda K. Muthen2
Cross-classified random effects9-04-13  9:16 amJennifer Clark7
Cluster Specific Multilevel Modeling9-14-08  10:12 amLinda K. Muthen4
Group level DV4-22-07  3:28 pmJim Shaw5
Multilevel Mixture Modeling10-03-06  11:21 amChristian M. Connell6
Mutliple Nesting Variables10-10-06  8:36 amLinda K. Muthen2
Partial Least Squares advice needed10-11-06  5:44 pmBengt O. Muthen2
Categorical variable codings10-19-06  10:08 amLinda K. Muthen2
DIFF-test and cluster sampling10-26-06  10:05 amLinda K. Muthen4
Entering a level 3 variable in level 2?11-02-06  8:26 amBengt O. Muthen6
Intercepts and slopes as random effects?11-02-06  1:12 pmLinda K. Muthen3
Within subjects design11-06-06  4:42 pmLinda K. Muthen2
Heterogeneous longitudinal design- Any opinions?11-06-06  6:06 pmBengt O. Muthen2
2 continuous dependent variables?9-17-10  4:04 pmAndre Plamondon13
2 Level SEM Effect Size and 95CIs12-12-11  10:05 amLinda K. Muthen4
2-level path analysis5-03-12  11:41 amLinda K. Muthen14
Path analyses, individuals nested within couples11-27-06  10:25 amLinda K. Muthen2
What are X and W?12-01-06  9:38 amLinda K. Muthen2
Does this make sense?12-07-06  9:09 amLinda K. Muthen2
Additional cases in multilevel mixture model12-19-06  9:59 amBengt O. Muthen2
Mixed model1-20-07  9:40 amLinda K. Muthen2
Group constructs2-15-07  8:42 amLinda K. Muthen4
Handling multiple level-two clusters3-04-07  9:48 amLinda K. Muthen2
Saving estimates for each clusterID3-20-09  3:09 pmTihomir Asparouhov5
Statistical power in type=complex models3-07-07  6:21 pmLinda K. Muthen2
Mediation in repeated measures (time series) data10-12-07  11:38 amLinda K. Muthen8
Regression to the Mean in Multilevel Growth Models3-20-07  9:44 pmJames L. Lewis5
Unspecified parameters entered in model3-15-07  5:04 pmBengt O. Muthen2
One-dimensionality3-27-07  3:01 amJasper Wouda0
Reliability estimate for the intercept4-28-07  8:39 amLinda K. Muthen2
Cox path model and the effects of collinearity5-08-07  9:50 amLinda K. Muthen6
Survey data analysis2-15-13  4:48 pmLinda K. Muthen14
Assigning data point to complex clusters6-15-07  8:00 amLinda K. Muthen2
Estimator for multilevel sem6-18-07  6:11 pmLinda K. Muthen2
Normality test and HLM6-20-07  7:35 pmSanjoy Bhattacharjee3
Is multilevel modelling right for my sample?7-05-07  4:25 amJoanna Harma4
Three-level factor analysis and SEM7-12-07  6:05 amLinda K. Muthen4
Centering3-27-14  1:53 pmLinda K. Muthen19
Factor scores from between level growth model7-12-07  10:10 amLinda K. Muthen2
How to obtain std. coeff. not using Mplus7-19-07  9:44 amLinda K. Muthen2
Should i pool clusters together?1-07-14  1:19 pmBengt O. Muthen4
Modeling direct or total effects7-24-07  9:52 amLinda K. Muthen2
Testing for significants7-27-07  1:44 pmLinda K. Muthen6
Covariates using twolevel complex1-04-13  6:12 amLinda K. Muthen4
Ex. 9.3 random intercepts in twolevel SEM6-17-11  2:54 pmLinda K. Muthen10
Within-variables with between-variance5-16-11  8:51 pmBengt O. Muthen10
Grandmean centering in type = twolevel8-02-07  8:39 amLinda K. Muthen3
3-level CFA -- within-variance, between variance9-24-09  1:37 pmLinda K. Muthen7
LGCM8-18-07  6:53 pmBengt O. Muthen2
Generating two-level data based on SIGB matrix9-24-07  9:23 amLinda K. Muthen2
Complex sample data12-14-07  7:19 pmAlison Riddle10
Integration Dimensions Question9-27-07  1:45 pmBengt O. Muthen2
Modeling clustered data over time2-23-09  6:46 amLinda K. Muthen6
Very low ICC10-08-07  6:00 pmLinda K. Muthen5
Splitting Within and Between Variance (part1)10-08-07  12:05 pmInigo Arroniz0
Multilevel Regression of Factor Scores10-12-07  10:10 amLinda K. Muthen2
Multilevel model testing11-02-07  7:03 amBengt O. Muthen13
Measurement invariance and multilevel SEM9-04-12  5:56 pmBengt O. Muthen19
Regarding skeness in my sample11-15-07  11:13 amBengt O. Muthen4
Cross-level interaction in multilevel SEM10-21-13  4:59 pmLinda K. Muthen11
Number of Parameters in Multilevel Model11-28-07  2:38 pmLinda K. Muthen2
Within residual variance11-30-07  3:18 pmBengt O. Muthen2
Cluster averages3-12-12  5:22 pmchristine meng9
Bootstrapping with multilevel data12-26-07  6:47 amLinda K. Muthen2
Use DEFINE in Monte Carlo simulation12-27-07  8:02 amLinda K. Muthen2
Between level only factors1-31-08  10:47 amLinda K. Muthen2
WLSMV or MLR1-31-08  4:47 pmBengt O. Muthen2
Between level information function3-22-11  3:04 pmTihomir Asparouhov4
Purchasing multilevel add-on2-07-08  2:38 pmLinda K. Muthen4
Understanding fit2-11-08  7:32 pmBengt O. Muthen2
Multilevel Path Analyses2-21-08  6:10 pmBengt O. Muthen4
Trying to run TYPE = COMPLEX TWOLEVEL2-12-10  9:54 amLinda K. Muthen8
Interactions with 2level random model3-03-08  4:44 pmLinda K. Muthen6
CFA to SEM8-31-10  9:08 amLinda K. Muthen5
Multi-level CFA null, independence, maximal model3-22-08  12:42 pmBengt O. Muthen3
Multiple groups5-11-11  1:13 amMihyun Park11
MLM and complex survey data 4-02-08  9:35 amLinda K. Muthen5
Level 2 Latent Variable4-03-08  7:46 pmSon K. Lam0
Multiple group analysis in complex survey2-04-10  7:41 amLinda K. Muthen10
Comparing Design Effects?4-12-10  2:59 pmBengt O. Muthen4
Complex sample analysis with strata and secu/psu 4-30-10  3:49 pmKathleen Watson10
Cluster versus multilevel3-02-09  12:24 pmLinda K. Muthen8
Problem with "SUBPOPULATION" command4-22-08  10:44 amLinda K. Muthen2
ICC for count variable in two-level analysis4-22-08  12:32 pmLinda K. Muthen2
MONTE CARLO DATA and ANALYSIS = BASIC5-05-08  9:11 amLinda K. Muthen2
Correlations5-19-08  8:13 amLinda K. Muthen2
Replicate weights with complex sample 9-14-12  9:32 amLinda K. Muthen10
Effect Size interpretation under type=complex6-03-08  2:44 pmLinda K. Muthen4
Multiple continuous dependent variables6-03-08  11:06 amLinda K. Muthen2
Within level matrix and between level matrix1-05-13  6:31 amLinda K. Muthen15
Estimators and Missing Data11-03-10  1:29 pmBengt O. Muthen14
When Repeated Measures Don't Permit a Growth Model6-16-08  11:05 amJennifer Lloyd3
Not positive definite6-22-08  2:29 amEdward Mak2
Problem with Two-level HLM6-23-08  3:29 pmLinda K. Muthen2
Non-significant r2 in twolevel pathmodel?6-30-08  8:57 amLinda K. Muthen4
Different log-likelihoods for equivalent models7-15-08  4:53 pmJoseph Coveney6
Error message7-23-08  6:02 amEdward Mak5
Complex analysis and df's7-23-08  2:54 pmLinda K. Muthen2
Mediation8-06-12  9:56 amLinda K. Muthen21
Twolevel CFA problems (identification, modindices)7-29-08  6:00 pmLinda K. Muthen3
Jackknife replicate8-05-08  8:42 amLinda K. Muthen2
Mul levl reg & complex survey data weighting 8-08-08  9:26 amTihomir Asparouhov2
WITHIN or BETWEEN?8-08-08  9:08 amXu, Man0
Within or between?9-07-08  12:12 pmLinda K. Muthen12
Output twolevel logistic2-24-12  6:40 pmBengt O. Muthen11
Between level and within level factor2-02-11  2:33 pmLinda K. Muthen9
Size of stdyx b's in type= twolevel3-22-11  5:44 pmBengt O. Muthen10
Between-group variance for the factor loading10-01-08  8:52 amBoliang Guo10
Mplus Web Notes: No. 119-01-08  5:08 pmBengt O. Muthen4
Multilevel Factor analysis supervisor-subordinates9-24-08  12:57 amAlexander Munz4
Negative values in file9-11-08  6:56 amLinda K. Muthen2
Patterns of Nesting are Different Across Years9-20-08  4:52 pmBengt O. Muthen6
Question on twolevel LCA9-20-08  4:49 pmBengt O. Muthen2
Comparison of Mplus results with R & HLM8-24-10  10:04 amLinda K. Muthen9
Multilevel model using long data and residual9-29-08  2:57 pmLinda K. Muthen7
TWOLEVEL EFA example3-07-14  1:51 pmSharon kwan23
Indirect effects in two-level logistic model10-02-08  10:31 amLinda K. Muthen4
MORE PARAMETERS THAN NUMBER OF CLUSTERS?10-04-08  12:01 pmLinda K. Muthen2
Zero-inflated poisson models11-19-08  6:34 pmBengt O. Muthen6
How to get R-squared out of type=twolevel random10-22-08  10:53 amDan Feaster4
Variation within cluster10-21-08  2:25 pmLinda K. Muthen2
Multivariate Ordinal Mixed Model10-24-08  10:46 amBengt O. Muthen6
Wald ChiSquare F tests for complex data10-23-08  11:02 amLinda K. Muthen2
Labeling variance of an oberved variable10-24-08  1:17 pmXu, Man4
Moderated mediation two-level model2-25-14  1:45 pmBengt O. Muthen34
Parameter estimates in TYPE=COMPLEX11-05-08  8:44 amXu, Man4
2 level multilevel SEM 11-12-08  8:17 amLinda K. Muthen6
Multilevel manifest covariate11-14-08  2:02 pmGindo Tampubolon3
Replication error11-03-08  2:21 pmLinda K. Muthen2
Standardised output in multilevel SEM5-13-13  8:47 amLinda K. Muthen11
DIFFTEST without outputting derivatives dataset11-06-08  8:46 amLinda K. Muthen2
Correlated errors in a twolevel EFA11-16-08  10:18 amLinda K. Muthen2
Estimation methods for multilevel mediation model11-16-08  10:24 amBengt O. Muthen2
Estimated probabilities in 2-level logit models11-21-08  6:30 amBengt O. Muthen2
Multilevel cox regression11-22-08  2:58 pmBengt O. Muthen2
Cluster-Level Dependent Variables11-25-08  10:49 amLinda K. Muthen2
Stratafication versus clustering11-30-08  10:58 amLinda K. Muthen2
Multilevel CFA9-05-12  1:31 pmLinda K. Muthen17
Multilevel and testing mediation12-03-08  8:36 amLinda K. Muthen2
Residual correlation of 1.0001-09-09  3:21 pmRebecca Fraser3
Type=complex12-14-08  10:37 amLinda K. Muthen2
Random intercept and slopes with latent variables12-28-08  6:35 pmSong0
ICC's12-29-08  10:31 amBengt O. Muthen4
Contextual effect for twolevel SEM9-14-11  2:13 pmBengt O. Muthen26
Intercept vector in twolevel factor analysis1-08-09  8:03 amLinda K. Muthen4
ECLS-K1-08-09  8:06 amLinda K. Muthen2
Multilevel regression with a distal outcome1-10-09  8:46 pmMariya Shiyko0
Correlations with TYPE=COMPLEX1-12-09  2:48 pmLinda K. Muthen4
Generating dichotomous independent variable1-16-09  9:21 amLinda K. Muthen2
Panel and interaction1-22-09  8:18 amLinda K. Muthen4
Multilevel CFA vs. EFA: identification issues1-23-09  9:07 amBengt O. Muthen6
Degrees of freedom with standardized variables1-22-09  5:53 amLinda K. Muthen2
Unequal sample sizes in multiple regression1-30-09  10:45 amMelanie Rau0
Multilevel sem, modification, and categorical vars2-06-09  4:09 pmLinda K. Muthen4
Multiple sample path analysis with complex sample3-04-09  10:46 amLinda K. Muthen10
Weighting8-15-13  7:50 amYvonne Terry-McElrat17
ICC in Mplus7-15-12  11:57 amSarah Phillips22
Normalized weights3-11-09  11:46 amLinda K. Muthen2
Output file prematurely terminated3-25-09  2:38 pmLinda K. Muthen2
Spatial power law in Multilevel model1-30-10  8:46 amLinda K. Muthen8
Warning message regarding number of clusters10-16-13  4:01 pmLinda K. Muthen12
Standardization for MFA with categorical variables4-01-09  10:30 amBengt O. Muthen2
Moderated mediation in MLM5-01-09  8:08 amAmy Christie3
Parameterisation Delta or Theta5-05-09  6:43 amLinda K. Muthen2
DIFFTEST in Multilevel CFA7-02-09  11:19 amLinda K. Muthen6
Explaining a significant interaction term4-24-14  12:12 pmDave36
Bootstrapping multilevel data5-27-09  9:01 amLinda K. Muthen2
3-Level GMM CACE with Randomization at Level-36-10-09  7:49 amLinda K. Muthen5
Computing Power for a complex multilevel model6-05-09  1:27 pmBengt O. Muthen2
Interval-level dependent variables6-12-09  7:56 amKurt Beron5
Variance decomposition when using %within%6-19-09  11:29 amBengt O. Muthen5
Cross level interaction11-03-10  12:40 pmLinda K. Muthen5
Information Criterion for Survey Data6-19-09  9:27 amLinda K. Muthen2
Model identification in twolevel CFA/SEM6-19-09  11:13 amBengt O. Muthen4
Multilevel CFA8-03-12  12:04 pmLinda K. Muthen4
Options for twolevel mediation analysis6-19-09  5:59 pmBengt O. Muthen2
Cross-classified random effects approach?6-23-09  2:00 pmMieke Jansen3
Measurement vector6-26-09  10:14 amLinda K. Muthen5
Save residuals4-23-14  4:15 pmLinda K. Muthen20
Save matrices7-01-09  8:41 amLinda K. Muthen4
3-lvl structure w/ 2 nested repeated measures?7-01-09  8:38 amLinda K. Muthen2
Testing Level-1 moderator on Level-2 predictor4-29-11  5:44 pmBengt O. Muthen6
Sampling weight and design variables7-31-09  8:58 amvanthanh tran3
Mediation, clusters and longitudinal data2-23-10  9:01 amLinda K. Muthen7
MLM Regression of latent vars within on between 8-14-09  12:32 pmLinda K. Muthen9
Cross-level moderator6-01-11  3:11 pmLinda K. Muthen13
(dis)aggregated data without multilevel8-14-09  12:29 pmLinda K. Muthen2
Construct/use neighborhood-level variable8-17-09  8:35 amWouter Steenbeek0
Pairwise testing of fixed effects9-20-09  4:41 amMaarten Hermans3
Odds ratio interpretation4-14-11  11:51 amLinda K. Muthen6
Modelling growth by groups9-02-09  8:40 amLinda K. Muthen2
Testing assumptions9-14-09  10:59 amBengt O. Muthen6
Decomposing a covariate5-19-10  6:08 amNicole Nugent6
Complex sample/path analysis6-27-12  9:00 pmBengt O. Muthen2
MLM with outcomes at different levels...9-25-09  9:35 amLinda K. Muthen2
Descriptive info in Mplus 10-01-09  2:47 pmHEATHER LASCHINGER5
Multigroup analyses with weighted data8-25-10  10:50 amPatrick Nowlin5
Mean of between-level-variables10-05-09  12:07 pmBengt O. Muthen4
How to model this sample design in mplus10-11-09  10:36 amLinda K. Muthen8
Decomposing x-variables for categorical dv10-05-09  11:27 amBengt O. Muthen2
SEM with Multilevel Modeling10-05-09  1:33 pmBengt O. Muthen2
1 categorical variable vs 2 categorical variables10-29-09  9:26 amLinda K. Muthen2
Control group in Latent Class Analysis11-13-09  12:39 amNic Kim3
Correlations12-04-09  11:52 amKristine Molina6
Two Levels of Repeated Measures11-02-10  8:05 pmTimothy Ballard3
Saving data12-09-09  5:30 pmLinda K. Muthen2
Multisite cluster sample1-05-10  2:56 pmBengt O. Muthen4
Cross-sectional experimental data1-14-10  9:37 amMari Kim0
Control variable in Mplus1-21-10  10:06 amBengt O. Muthen9
Nested data and bootstrapped standard errors1-26-10  9:46 amLinda K. Muthen2
Ordinal model1-31-10  1:19 pmLinda K. Muthen4
Unbalanced longitudinal non-equidistant time 1-29-10  4:46 amRoy Stewart0
Nominal Outcome in Multilevel-Analysis2-04-10  7:43 amLinda K. Muthen2
Between-Level Sample Stats for Clustered Twins2-09-10  7:38 amJason Major6
Warning in multilevel regression analysis5-04-11  11:25 amLinda K. Muthen4
Not enough memory2-17-10  11:10 amLinda K. Muthen2
Factors Score from Multilevel EFA2-18-10  9:40 amLinda K. Muthen2
Output for multinomial logisitc regression2-23-10  4:15 pmBengt O. Muthen2
Mplus estimates?2-26-10  9:30 amLinda K. Muthen6
Model constraints12-17-13  3:44 pmBengt O. Muthen4
Multilevel Multigroup CFA and Latent Mean Analysis3-07-10  12:41 pmHaug Leuschner0
2-level CFA, with a predictor at level two3-11-10  6:38 pmBruno D. Zumbo, UBC8
Multilevel data and mediation/path model3-30-10  8:31 amLinda K. Muthen2
Type=Complex and singleton PSU's4-03-10  9:35 amLinda K. Muthen2
Multi-Level SEM with Latent Variables4-05-10  8:36 amLinda K. Muthen2
Non-Recursive Models4-05-10  8:33 amLinda K. Muthen2
Multilevel mixture loglinear model4-07-10  7:09 pmXiaomin Huang2
Tests of Model Parameters 4-09-10  8:49 amLinda K. Muthen6
MPML estimation method5-18-11  10:11 amTihomir Asparouhov6
RGE4-13-10  6:12 amSylvana Robbers0
Individually-varying times in multilevel models4-15-10  12:33 pmV X2
Estimator for complex data4-26-10  8:53 amLinda K. Muthen2
Fisher Information Matrix in MCFA analysis5-17-10  2:39 pmLinda K. Muthen2
Multi-level model using complex survey data6-15-10  9:26 ampat berglund3
Multilevel Multiple Group Analysis6-17-10  10:28 amLinda K. Muthen4
Path modeling of binary data from a biased sample6-22-10  11:03 pmTihomir Asparouhov2
Monte Carlo Simulation Data File Not Appearing6-25-10  5:48 amGrace O'Malley3
Withinlevel variable not required at betweenlevel7-02-10  4:40 pmBengt O. Muthen4
Multilevel SEM for Diary Study3-08-13  9:07 amBengt O. Muthen14
Multilevel and multiple mediation in M-plus7-26-10  7:39 amLinda K. Muthen2
Three level model with complex sample data 7-26-10  10:34 ampat berglund0
Multi-level Logistic Regression7-27-10  5:28 pmRob Dvorak0
Multilevel model on two waves of non-repeated data8-03-10  3:15 pmXu, Man2
Intercept of factor in MLM4-18-12  6:47 amLinda K. Muthen4
Bayes multilevel analysis3-12-14  6:28 pmStefan Schneider70
Hypothesis Testing8-23-10  10:48 amMahima4
WLSMV with unbalanced clusters/categorical data8-24-10  9:25 amLinda K. Muthen4
Question grandmean-centering8-26-10  8:26 amLinda K. Muthen2
2-level analysis9-03-10  9:04 amBengt O. Muthen2
Twolevel mediated moderation 9-07-10  8:24 amBengt O. Muthen2
Fit indices for LCA9-11-10  5:05 pmLinda K. Muthen6
Multilevel mediation 2-1-1, Zero-infl Poisson9-30-10  1:05 pmJennifer Yahner3
Time Varying Covariate in ML Growth Curves7-30-13  12:52 pmOliver Arranz-Becker2
Reading data from txt file incorrectly10-05-10  11:21 amLinda K. Muthen2
Diary study 3 levels10-26-10  6:15 amLinda K. Muthen2
TYPE=COMPLEX TWOLEVEL11-03-10  12:33 pmLinda K. Muthen2
Zero-inflated negative binomial and complex data12-14-10  8:51 amBengt O. Muthen8
Clustering and stratification3-04-14  7:55 amAllison Tracy22
AIC/BIC question11-23-10  5:22 pmBengt O. Muthen2
MPlus is using half my data11-26-10  2:33 pmDaniel Paulson3
Plausible values for Factor Score Estimates12-08-10  11:11 pmJonathon Little10
Multilevel SEM (diary study)2-06-11  10:48 amLinda K. Muthen4
Centering and Intercepts in Mplus3-18-11  7:50 amLinda K. Muthen10
Coding of Categorical Covariates2-03-11  1:16 pmLinda K. Muthen2
Replicate weights and subpopulation9-15-12  11:36 amStata11
1-1-1 multi-level mediation with a moderator8-24-11  1:05 pmLinda K. Muthen5
3 level model help2-24-11  1:11 amJosie Booth3
Level 1 independent on Level 2 dependent 6-09-11  2:02 pmLinda K. Muthen6
Independence model for TWOLEVEL EFA 3 UW UB3-13-14  11:25 amLinda K. Muthen4
Multilevel model with group-level outcome11-24-13  3:37 pmBengt O. Muthen12
3-level model (binary outcome)3-18-11  11:51 amBengt O. Muthen4
Model Fit with Complex Survey Data3-21-11  1:53 pmLinda K. Muthen5
Complex 3-level repeated measures SEM 3-22-11  10:21 amBengt O. Muthen2
Default estimator for TYPE=TWOLEVEL3-22-11  12:11 pmLinda K. Muthen2
Scaling correction factor using WLSM2-06-12  9:09 amLinda K. Muthen4
Significant groups10-15-11  6:16 pmBengt O. Muthen6
Constraining paths across levels3-31-11  9:42 amLinda K. Muthen2
Nested model has fewer df than comparison model4-06-11  1:32 pmLinda K. Muthen4
Multivariate Outcomes Model - Bayesian Estimation?4-04-11  8:57 amLinda K. Muthen2
Example 9.64-10-11  10:17 amLinda K. Muthen2
Multi-group Multi-level CFA4-12-11  2:39 pmLinda K. Muthen4
Level 2 random intercept in latent regression4-16-11  7:54 amBengt O. Muthen6
Chi-square & type= twolevel random4-13-11  12:20 pmLinda K. Muthen2
Proc mixed SAS versus mplus on mixed models4-14-11  8:55 amLinda K. Muthen2
Zero inflated count model6-16-11  7:09 amLinda K. Muthen6
Sample size6-14-11  2:37 pmLinda K. Muthen8
Getting residuals for school effectiveness scores5-06-11  9:31 amBengt O. Muthen2
Correlation between endogeonus variables5-08-11  6:17 amLinda K. Muthen2
TYPE = COMPLEX TWOLEVEL1-05-14  7:16 amOlev Must25
Four-Level Modeling5-13-11  6:13 amAndre Plamondon2
AIC vs BIC5-16-11  8:56 pmBengt O. Muthen2
Problem involving parameters5-18-11  9:45 amLinda K. Muthen2
Plotting longitudinal growth curves by individual12-04-11  5:26 pmLinda K. Muthen12
Testing cross level effects5-25-11  1:49 pmLinda K. Muthen2
Job Oportunity - Research Psychologist5-25-11  2:24 pmChristopher Immormin0
MSEM mediation model with random slopes3-07-13  8:43 amLinda K. Muthen4
Incremental Validity 6-08-11  8:23 amBengt O. Muthen5
Longitudinal Factor Analysis6-08-11  5:31 amKaleab Abebe0
Three-level model corrections in multilevel CFA9-07-11  7:52 amLinda K. Muthen4
Common pathway cross-lagged biometric models6-29-11  10:18 amLinda K. Muthen2
Number of clusters for Bayesian estimator7-06-11  12:46 pmBengt O. Muthen5
Multilevel Covariance CFA (1994 paper)7-25-11  2:27 pmLinda K. Muthen2
3-level Factor Model7-25-11  1:23 pmNidhi Kohli0
Plots with multilevel complex sample analysis?8-02-11  2:51 pmBruce A. Cooper5
Residual variance7-28-11  10:43 pmDmitriy Poznyak3
DIC for MGMM?10-14-13  9:43 amLinda K. Muthen5
Model fit indices in Multilevel SEM 8-01-11  10:33 pmTony Reed3
Importance weights8-02-11  11:03 pmJon Heron5
Error in cfa, type = complex8-02-11  6:12 pmLinda K. Muthen2
MGMM convergence issue8-03-11  4:15 pmQi1
Centering default in Type=twolevel3-16-13  2:57 pmLinda K. Muthen11
Combining MLM and parallel process LGC mediation8-12-11  5:40 pmBengt O. Muthen6
Correct multilevel multigroup model?8-12-11  8:46 amLinda K. Muthen4
Effects from within to between level2-23-12  3:45 pmBengt O. Muthen11
Random intercept in categorical MLSEM8-15-11  8:01 amBengt O. Muthen4
Error Msg - Variation within a cluster7-09-12  6:21 amLinda K. Muthen10
Multigroup analysis8-17-11  6:31 amLinda K. Muthen2
Saving the repetition variable in WIDETOLONG8-19-11  6:11 pmLinda K. Muthen2
Type = Complex2-15-13  1:52 pmBengt O. Muthen19
Bootstrap mediation test with complex sample4-21-14  11:19 amStat8
Multilevel or multigroup analysis9-08-11  9:24 amBengt O. Muthen2
Number of dimensions/integration points2-13-12  9:52 amLinda K. Muthen7
Moving variances10-01-11  4:38 pmBruce A. Cooper5
Normalised residuals?9-17-11  10:16 amLinda K. Muthen2
Two-level growth models for a categorical outcome10-12-13  9:41 amKaterina Gk6
Effect coding9-28-11  6:02 amLinda K. Muthen2
Multiple number of indicators?9-29-11  9:10 pmBengt O. Muthen2
Different predictors at the two levels10-03-11  12:02 pmLinda K. Muthen2
MSEM 1-1-1 Moderated Mediation with Lev 1 Mediator3-31-14  9:45 amLewina Lee17
Nonpositive Trace10-07-11  9:52 amTihomir Asparouhov2
Variance of L2-factor?10-14-11  11:26 amTihomir Asparouhov4
Error Message - 2-Level EFA10-14-11  2:10 pmLinda K. Muthen2
Mediation model with time-varying mediator10-24-11  12:20 pmSuresh Ramanathan3
Multi-Level Multi-Group Path Analysis12-13-13  11:10 amSY Khan45
3 level poisson regression10-25-11  3:22 pmSherri Gosney3
Model indirect with Bayes3-06-14  2:03 pmLinda K. Muthen18
Fixed parameter warning12-18-11  8:29 pmLinda K. Muthen4
Reliability Estimates11-09-11  5:50 pmLinda K. Muthen2
Unidentified Model - Increase H1 iterations11-11-11  11:36 amLinda K. Muthen6
Comparing the impact of the independent variables11-11-11  8:01 amDavid Llanos3
Fixing a negative variance and outcomes11-20-11  8:01 pmBengt O. Muthen2
Latent interactions among random intercepts12-01-11  5:32 pmMike Zyphur3
Two-group growth with different follow-up times12-07-11  4:20 pmSara Vargas1
Compare path strength in two groups4-06-12  2:52 pmLinda K. Muthen8
Multilevel categorical data3-01-13  9:53 amLinda K. Muthen4
Haywood case in two group analysis1-05-12  2:09 pmLinda K. Muthen2
Dealing with Poor Model Fit1-15-12  4:45 pmLinda K. Muthen2
How to specify latent composite in mlm1-26-12  6:42 amLinda K. Muthen4
Multilevel LCA with marital dyads1-22-12  4:49 pmLinda K. Muthen2
Two Level Moderated Mediation?2-03-12  1:15 pmLinda K. Muthen2
Intercept (Only) Model with categorical outcome2-18-12  8:33 amLinda K. Muthen2
Number of integration points2-22-12  1:15 pmLinda K. Muthen2
Zero-Truncated Poisson2-22-12  4:49 pmBengt O. Muthen3
Complex Data, Missing Data, and EM Algorithm2-27-12  10:35 amLinda K. Muthen2
About data entering2-29-12  2:25 pmLinda K. Muthen2
DIfferent ICC of summated vs. latent scores3-07-12  10:57 amDmitriy Poznyak3
Testing causality with multi-level data3-09-12  3:41 pmLinda K. Muthen2
Two-level modeling with replicate weights?3-16-12  4:14 pmLinda K. Muthen2
Sample weights documentation3-20-12  9:24 amLinda K. Muthen3
Marginal models & level 2 variable as mediator3-21-12  8:25 pmBengt O. Muthen2
Descriptive statistics with replicate weights3-21-12  10:57 amLinda K. Muthen2
Draw a model3-22-12  6:25 amLinda K. Muthen2
Multilevel model + multiple groups11-13-12  11:31 amBengt O. Muthen5
Multiple group analysis of mutilevel model3-22-12  2:31 pmJing Zhang0
Generate multi-group data within clusters3-26-12  6:29 pmBengt O. Muthen4
Between-group Interaction3-30-12  8:59 amLinda K. Muthen2
Testing Configural Invariance with clustered data7-17-12  6:10 pmLinda K. Muthen4
Mplus on Mac3-29-13  10:23 amLinda K. Muthen7
"0.000" Estimates and Standard Errors12-30-13  11:24 amenav friedmann12
Multilevel path analysis4-04-12  6:31 pmJooyeon Jin4
Missing data on covariates4-05-12  10:39 amLinda K. Muthen4
Within and between-person analyses4-11-12  9:41 amLinda K. Muthen2
Error???4-09-12  4:45 pmBengt O. Muthen4
Standardized solutions in two level model4-18-12  6:49 amLinda K. Muthen4
Interactions with categorical indicators4-14-12  12:02 pmSun Kim12
Groupmean centering in type=complex4-12-12  10:55 amLinda K. Muthen4
Power of difference tests in weighted estimation4-14-12  9:14 amLinda K. Muthen2
Multiple outcomes4-16-12  8:54 amLinda K. Muthen2
Applying Survey Weights (Millenium Cohort Study)4-23-12  2:25 pmTihomir Asparouhov2
P-values for variances5-15-13  8:45 amLinda K. Muthen4
Error when adding between level variables to model5-03-12  5:52 amLinda K. Muthen2
Higher level constructs and MFA5-07-12  7:22 amNicola Spiller3
Chi-Square Difference Testing5-05-12  11:27 pmPatchara Popaitoon5
MLM and Complex survey design 5-08-13  9:18 amLinda K. Muthen23
Partial correlation / Multi-level/ Large N5-09-12  10:00 amLinda K. Muthen4
Standard errors5-09-12  12:15 pmLinda K. Muthen2
Useobservations command11-30-13  5:15 amDaniela Wagner7
Ill-conditioned Fisher-Information-Matrix5-14-12  8:27 amLinda K. Muthen3
Ill-conditioned Fisher information matrix1-09-14  6:44 amLinda K. Muthen6
Measuremetn Model Evaluation5-23-12  12:10 pmLinda K. Muthen2
Multilevel random effects meta-analysis5-23-12  3:56 pmLinda K. Muthen5
Hierarchical LV Structural Modeling + Mediation6-06-12  10:57 amLinda K. Muthen6
Reliability coefficient for empty model6-02-12  6:52 amarif özer0
Missing values level 2 covariate6-04-12  5:43 pmBengt O. Muthen4
Between-factor based on variables measured within6-06-12  4:18 pmLinda K. Muthen2
Mixed Effects model in MPLUS6-07-12  10:56 amLinda K. Muthen2
FS SE6-06-12  9:30 pmAndy Luse0
Using define with widetolong6-12-12  7:07 pmLinda K. Muthen2
Multilevel SEM10-02-13  12:05 pmLinda K. Muthen6
Bayes Estimator for Multivariate ML (ordered)7-13-12  10:35 amLinda K. Muthen3
Bayes posterior distributions for covar. matrix 7-19-12  12:47 pmDmitriy Poznyak7
Multilevel model in dyadic analysis7-22-12  10:49 amLinda K. Muthen4
Multilevel path analysis1-10-14  7:54 pmBengt O. Muthen6
Modelfit /Multilevel Analysis8-14-12  12:09 pmLinda K. Muthen6
Cluster correction, no standard errors8-15-12  12:21 pmLinda K. Muthen2
Fixed effects models1-16-14  6:17 pmBengt O. Muthen8
Cross Classified Multinomial Logit8-26-12  5:09 pmema budahab2
Different baseline hazards Cox model9-19-12  4:21 pmTihomir Asparouhov2
Cross-classified Mplus79-24-12  8:40 amTihomir Asparouhov2
Survey9-28-12  9:54 amLinda K. Muthen2
Survye cross-sectional9-27-12  7:48 amScott Raynaud0
Survey longitudinal9-28-12  9:56 amLinda K. Muthen2
A common problem for binary independent variable10-01-12  8:41 amPing Li3
Model fit in cross-classified model10-30-12  2:40 pmMark Lai3
Monte Carlo for Multilevel Analysis11-28-12  11:55 amBengt O. Muthen10
Interaction in two-level model with random slopes11-16-12  12:31 pmLinda K. Muthen8
Cluster means for latent factor11-12-12  11:03 amLinda K. Muthen5
Multilevel modeling with within-cluster groups11-16-12  9:15 amBengt O. Muthen1
Multi-level mediation analyses with binary outcome11-21-12  4:06 pmBengt O. Muthen2
Interpretation of multilevel LGM11-24-12  11:31 amPaul A.Tiffin9
N2mplus software11-29-12  10:48 amBengt O. Muthen3
Multilevel CFA with continous latent variables12-06-12  1:35 pmLinda K. Muthen2
2 DVs with different numbers of higher-level units12-10-12  12:30 pmBengt O. Muthen2
Moderated mediation model5-01-13  11:14 amJohnna Capitano9
Logistic regression using replicated weights12-14-12  12:34 pmLinda K. Muthen12
Cross-classified model12-14-12  12:36 pmLinda K. Muthen2
LGM with 2 sets of Time Varying Covariates1-06-13  5:32 pmBengt O. Muthen4
Complex data doing with plausible values1-10-13  8:22 pmBengt O. Muthen6
Mediation and Model Constraint1-11-13  10:56 amLinda K. Muthen2
Aggregated data with group level predictor1-16-13  8:53 amXu, Man3
Complex Samples and categorical outcomes1-17-13  7:36 amLinda K. Muthen2
HLM Missing Data on Timepoints1-23-13  12:08 pmLinda K. Muthen2
Warning about MLR standard errors4-16-14  12:19 pmBengt O. Muthen4
Multilevel IRT Model in Mplus4-08-13  5:03 pmBengt O. Muthen11
Complex modeling with two cluster variables1-31-13  8:38 amLinda K. Muthen2
Question about error message2-04-13  11:09 amLinda K. Muthen2
Level 1 variables predict level 2 variable?2-04-13  6:10 pmBengt O. Muthen2
Negative Chi Square2-08-13  11:49 amLinda K. Muthen2
R-squared2-13-13  2:32 pmBengt O. Muthen6
Correlation among estimates2-12-13  1:07 pmLinda K. Muthen2
No equivalent MSEM-models with random slopes?3-07-13  8:38 amBengt O. Muthen2
Cluster Randomized Trials3-13-13  6:03 pmBengt O. Muthen2
Repeated measures / group-level dependent variable3-20-13  10:26 amLinda K. Muthen2
Unrestricted within for 2-level CFA?12-09-13  12:21 pmSarah Phillips15
Multilevel SEM with WLSMV estimation3-21-13  10:21 amLinda K. Muthen2
2-1-2 two level SEM model3-24-13  1:16 pmLinda K. Muthen6
Time Series Varying Start/End Dates3-26-13  11:37 amLinda K. Muthen2
No intercept model4-01-13  3:20 pmBengt O. Muthen4
Cross-level interaction - Warning Saddle Point10-30-13  9:36 amBengt O. Muthen4
Three level path analysis4-04-13  8:05 amLinda K. Muthen4
Cluster or multi-level CFA?4-04-13  1:57 amMelanie7
Multilevel SEM modeling4-05-13  11:41 amLinda K. Muthen4
Complex sample SEM with mediators4-11-13  8:38 amBengt O. Muthen9
Robust Standard Errors4-18-13  9:35 amLinda K. Muthen2
2-1-1-2 modeling4-24-13  6:24 amLinda K. Muthen2
3-level MLM with version 6.114-25-13  6:08 amLinda K. Muthen2
Individually-varying times of observation5-30-13  1:30 pmBengt O. Muthen2
Multilevel IRT6-04-13  5:19 pmBengt O. Muthen8
Parallel nesting structures6-04-13  9:42 amLinda K. Muthen2
3-level complex survey design estimate6-07-13  12:50 pmBengt O. Muthen2
Interpreting intercepts in MLM & FE models6-08-13  3:22 pmLinda K. Muthen2
Define/ recode variable with Imputed dataset3-07-14  6:13 amLinda K. Muthen4
Estimating Residual Variances in MSEM Path Model6-22-13  4:58 amChristopher R. Beasl5
Between-level variance/covariance matrix6-17-13  1:08 pmBengt O. Muthen2
Problem with excluded cases6-18-13  7:41 amLinda K. Muthen2
Latent between level variable?6-18-13  11:31 amBengt O. Muthen4
Mixed model for lower-level factor7-03-13  2:45 pmBengt O. Muthen8
Crossclassified Longitudinal Model7-09-13  4:00 pmBengt O. Muthen11
Multilevel mediation model and grouping7-09-13  8:40 amLinda K. Muthen4
Basic Questions on Sampling Error8-02-13  8:31 amLinda K. Muthen10
Problems with input SPSS data file2-21-14  11:26 amBengt O. Muthen9
Groups as clusters and age differences 7-09-13  8:42 amLinda K. Muthen2
Unbalanced growth model7-12-13  3:34 pmBengt O. Muthen8
2-Level Seemingly Unrelated Regression7-30-13  4:39 pmJorge Walter5
Clustered Data with a Count Outcome7-30-13  12:41 pmBengt O. Muthen2
2-1-2 model with a level-2 moderator7-30-13  1:55 pmBengt O. Muthen2
1-1-1 mediation model with random slopes7-31-13  9:31 amLinda K. Muthen2
Comparison of non-nested models8-02-13  8:40 amBengt O. Muthen2
Cross-level interactions in mediation analysis8-11-13  11:32 amLinda K. Muthen3
Correlating slope and intercept8-12-13  10:23 amRich Mohn3
Chi Square Multilevel for categorical data 8-13-13  9:06 amLinda K. Muthen4
R2 for categorical DV (Snijders & Bosker, 1999)9-04-13  7:03 amJorge Walter6
Interpreting within-level effects at between-level9-05-13  10:21 amLinda K. Muthen3
Programme with no outcome9-10-13  6:20 amLinda K. Muthen2
Intercept in twolevel SEM with latent variables9-12-13  11:28 amLinda K. Muthen4
2-1 cross level interaction 9-19-13  6:53 amLinda K. Muthen6
Multigroup multilevel/complex logistic regression9-20-13  6:34 amLinda K. Muthen4
Multilevel, multiple group with random slopes10-04-13  12:32 pmTihomir Asparouhov6
Problem with group-level Y and complex model9-23-13  9:24 amBengt O. Muthen2
-2LL comparison of two nested models9-23-13  3:54 pmBengt O. Muthen2
Structural invariance with complex data9-27-13  6:13 pmKevin K. Makino3
3 level complex and longitudinal data9-27-13  8:57 amBengt O. Muthen4
Correlations between IVs in multilevel analyses9-27-13  8:29 amBengt O. Muthen2
Cross-Level Interaction11-25-13  9:22 amLinda K. Muthen8
Adding covariate into multi-level mediation9-30-13  8:39 amEmily Rosenzweig0
Different numbers of replicate weights10-03-13  1:04 pmTihomir Asparouhov2
Two-level path model with small number of clusters10-08-13  12:30 amMaxim K3
Binary level-1 independent variables10-12-13  9:44 amLinda K. Muthen4
Between level10-29-13  5:53 pmBengt O. Muthen9
Twolevel random with level-3 cluster added10-14-13  9:52 amLinda K. Muthen2
Posterior covariance matrix10-18-13  5:46 pmTihomir Asparouhov5
2nd order multilevel CFA with formative construct3-25-14  1:36 pmLinda K. Muthen5
LPA run10-18-13  8:45 pmBengt O. Muthen2
Type twolevel random with binary outcome10-29-13  5:58 pmBengt O. Muthen2
Covariance in two-level interaction11-01-13  7:09 amLinda K. Muthen4
When to fix factor loadings across levels11-07-13  3:28 pmBengt O. Muthen2
Two level CFA Large residual variances11-08-13  8:58 amLinda K. Muthen4
Standard Errors Under MLR in Two-level Models11-08-13  9:01 amTihomir Asparouhov2
Latent profile analysis11-11-13  10:40 amLinda K. Muthen2
Unusual multilevel structure11-14-13  8:04 amBengt O. Muthen4
Three Level SEM with Random Slopes11-22-13  11:03 amLinda K. Muthen2
Saving lower level mediation effects12-08-13  10:32 amBengt O. Muthen2
Not positive definite between covariance matrix12-10-13  12:22 pmTihomir Asparouhov2
Multilevel path modeling problem12-18-13  10:40 amBengt O. Muthen4
Monte Carlo12-17-13  4:02 pmSongqi Liu3
Calculating within-cluster variance12-19-13  1:24 pmBengt O. Muthen2
Syntax for mutual influence APIM model?12-31-13  9:26 amLinda K. Muthen8
XWITH at level 312-28-13  6:29 amLesa Hoffman3
Two-level SEM ERROR message1-03-14  9:15 amLinda K. Muthen2
Logistic regression using clustering1-05-14  6:49 ammplususer5
Two level random slopes1-08-14  8:15 amPedroMQuinteiro3
MMC Syntax1-09-14  8:35 amBengt O. Muthen6
Fit indices for multilevel SEM1-10-14  4:39 pmBengt O. Muthen2
Matching Mplus Output to APA Reporting Standards1-17-14  8:59 amLinda K. Muthen5
Moderated Mediation1-21-14  10:24 amLinda K. Muthen4
Running time for 2-level bifactor model1-29-14  5:37 pmBengt O. Muthen2
2 level LGM2-11-14  5:51 pmWen-Hsu Lin3
Model fit indices with Bayesian estimator2-14-14  11:58 amBengt O. Muthen2
MCFA - variance of between-level latent factor2-26-14  2:20 pmJohnson Song4
Endogenous problem in multilevel analysis2-28-14  9:46 amBengt O. Muthen2
Multilevel analysis for ordinal responses3-02-14  5:09 pmLinda K. Muthen2
Multilevel model with repeating repeated measures3-11-14  1:25 pmDaniel Forster10
Minimum level-1 sample size?3-13-14  11:28 amLinda K. Muthen2
GLM with log link and Poisson regression3-13-14  11:37 pmTihomir Asparouhov2
Moderated Mediation with cross level moderation3-23-14  12:54 pmBengt O. Muthen6
Known Reliability3-23-14  6:32 pmLinda K. Muthen4
Sorting the data3-26-14  10:14 amLinda K. Muthen2
Multilevel moderation 4-04-14  8:48 amLinda K. Muthen6
Negative Deviance3-30-14  4:56 pmBengt O. Muthen2
Constrained 3-level Model vs. 2-level Model4-11-14  11:40 amBengt O. Muthen8
Estimator and S.E. with Fay's4-09-14  9:47 amTihomir Asparouhov2
Paper Request and Question4-11-14  5:58 amBengt O. Muthen2
2-1-1 path analysis with binary mediator/ outcome4-16-14  9:02 pmAhyoung Song3
Three-level data: cross-level interactions?4-21-14  1:47 pmBeth Livingston1
Start New Thread