Mplus for Dummies
Mplus for Dummies
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Longitudinal Measurement Invariance in Mplus 8.8
This video shows you how to use the new Mplus feature to conduct Longitudinal Measurement Invariance with a single new command! As of Version 8.8 we can use the MODEL = CONFIGURAL METRIC SCALAR command to estimate measurement invariance of a measurement model over time.
For a theoretical explanation of Measurement Invariance, refer to this video:
ua-cam.com/video/pqYCWOsAU4Q/v-deo.html
Here is the Syntax used in the example
ANALYSIS:
!Indicate you want to estimate Measurement Invariance
MODEL = CONFIGURAL METRIC SCALAR;
MODEL:
!Specify Measurement Model at Time 1 (Model T1)
MODEL T1: TASK_T1 by M1TAP_3 M1TAP_4 M1TAP_5 M1TAP_6 ;
!Specify Measurement Model at Time 2 (Model T2)
MODEL T2: TASK_T2 by M2TAP_3 M2TAP_4 M2TAP_5 M2TAP_6 ;
=====Contents of this video=====
0:00 - Introduction and Explanation of New Command
03:08 - Mplus Output
07:08 - Longitudinal Invariance Model Comparisons
Переглядів: 1 900

Відео

Exploratory Structural Equation Modelling: Practical Guidelines and Video Tutorial for Mplus
Переглядів 7 тис.2 роки тому
In this video we provide (a) a brief overview of ESEM (and different ESEM models/approaches), (b) guidelines for novice researchers on how to estimate, compare, report and interpret ESEM, and (c) a step-by-step tutorial on how to run ESEM analyses in Mplus with the De Beer and Van Zyl (2019) ESEM syntax generator. The ESEM Syntax Generator can be found here: De Beer, L.T. & Van Zyl, L.E. (2019)...
Bifactor Models in Mplus
Переглядів 3,1 тис.2 роки тому
This video shows you how to estimate bifactor models in Mplus and how to use a bifactor model in a structural model. Here is the Mplus Model Command for the Example: MODEL: PASSION by GRIT_2* GRIT_3 GRIT_5 GRIT_7 GRIT_8 GRIT_11; PERSEV by GRIT_1* GRIT_9 GRIT_10 GRIT_6 GRIT_12; G by GRIT_1* GRIT_2 GRIT_3 GRIT_5 GRIT_6 GRIT_7 GRIT_8 GRIT_9 GRIT_10 GRIT_11 GRIT_12; PASSION@1; PERSEV@1; G@1; G with...
First Order vs Second Order Factor Structures in SEM
Переглядів 13 тис.3 роки тому
This lecture explains the difference between a first order (one and two factor) factorial model and a second order factorial model. Here are some example Syntaxes for the three models mentioned in the Video: Single First Order Latent Factor: MODEL: GRIT by Item1-item12; Two First Order Latent Factor Model: MODEL: POE by Item1 Item4 Item6 Item9 Item10 Item12; COI by Item2 Item3 Item5 Item7 Item8...
Measurement Invariance in Mplus
Переглядів 10 тис.3 роки тому
The purpose of this video is to provide you with a brief theoretical introduction to measurement invariance and show you how to estimate it in Mplus. The resources for this series of lectures (Slides, syntaxes, data) can be downloaded here: bit.ly/31iGzfc
Moderation and Interaction Effects in Mplus
Переглядів 14 тис.3 роки тому
This video aims to provide you with a basic overview of moderation and how to estimate such in Mplus. Three different approaches to Moderation in Mplus is presented: (a) Continuous Moderation with Three Latent Factors, (b) Multi-Group Approach with Two Latent Factors and an observed factor and (c) Continuous Moderation with three observed indicators. The resources for this series of lectures (S...
Improving Model Fit in Mplus
Переглядів 5 тис.3 роки тому
The lecture contains a practical guide on how to increase model fit in Mplus. First we show how removing items with poor loadings affect model fit, and then we look at how correlating error terms improves fit The resources for this series of lectures (Slides, syntaxes, data) can be downloaded here: bit.ly/31iGzfc
Structural Equation Modelling: A Step by Step Guide
Переглядів 14 тис.3 роки тому
This video provides a step by step guide on the SEM Process The resources for this series of lectures (Slides, syntaxes, data) can be downloaded here: bit.ly/31iGzfc
A Gentle Introduction to Structural Equation Modelling
Переглядів 12 тис.3 роки тому
This Video Provides a basic introduction to SEM and the basic concepts within the analytical framework The resources for this series of lectures (Slides, syntaxes, data) can be downloaded here: bit.ly/31iGzfc
Best Practices in Reporting Structural Equation Modelling
Переглядів 6 тис.3 роки тому
This lecture contains some practical guidelines on what to report in a SEM paper. To determine your sample size requirements, you can refer to this link: bit.ly/33lQH5k The resources for this series of lectures (Slides, syntaxes, data) can be downloaded here: bit.ly/31iGzfc
Indirect effects (Mediation) in Structural Equation Modelling
Переглядів 3,5 тис.3 роки тому
This video aims to explain mediation within the structural equation modelling framework The resources for this series of lectures (Slides, syntaxes, data) can be downloaded here: bit.ly/31iGzfc
Comparing Competing Measurement Models in Structural Equation Modelling
Переглядів 2,2 тис.3 роки тому
This lecture contains Practical Guidelines on how to compare competing measurement models in SEM The resources for this series of lectures (Slides, syntaxes, data) can be downloaded here: bit.ly/31iGzfc
Evaluating Model Fit in Structural Equation Modelling
Переглядів 4,1 тис.3 роки тому
This is a micro-lecture on how to evaluate model fit in SEM The resources for this series of lectures (Slides, syntaxes, data) can be downloaded here: bit.ly/31iGzfc
Mediation and Indirect Effects in Mplus
Переглядів 8 тис.4 роки тому
This video will show you how to test the Baron and Kelly mediation assumptions and how to estimate Indirect Effects in Mplus. Kindly note that I made a small mistake in the video. At 09:33 I highlighted the Lower and Upper 5% Confidence Interval Changes. This is incorrect. You should use the "Lower 2.5%" and "Upper 2.5%" values as indicators of the 95% CI range. Apologies, think I was a bit ner...
Structural Models in Mplus
Переглядів 2,9 тис.4 роки тому
This video shows how to specify and estimate your structural models in Mplus. The data, slides, and resources used in this lecture can be found here: bit.ly/31iGzfc
Estimating Measurement Models in Mplus
Переглядів 4,3 тис.4 роки тому
Estimating Measurement Models in Mplus
An introduction to the Mplus Syntax
Переглядів 10 тис.4 роки тому
An introduction to the Mplus Syntax