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training duration icon Stata - Structural Equation Modeling using Stata

Duration: 2 Days
Delivery Type: Classroom
Target Audience: Data Analysts
Course Number: 2025785
Method: Lecture with examples and exercises.
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Topicsss

A. Introduction to Structural Equation Modeling

[Duration: 0.25 Days] Equivalent models - Steps in performing SEM analysis: Model specification, Estimation of free parameters, Assessment of model and model fit, Model modification, Sample size and power, Interpretation and communication - Advanced uses - SEM-specific software

B. Path Analysis

[Duration: 0.5 Days] Causality - Latent variable model - Path modeling - Path coefficient - Path tracing rules

C. Causal Analysis using AMOS

[Duration: 0.75 Days] Analysis of SEM with latent variables (causal analysis) - General modeling and verification process - Construct operationalization - Confirmatory factor analysis for testing reflective measurement models of latent variables (hypothetical constructs) - Testing of hypothesis using the analysis of covariance

D. Variants and Extensions

[Duration: 0.75 Days] Characteristics of formative measurement models - MIMIC models - Second-order factor analysis (SFA) - multi-group causal analysis and the comparative analysis of causal models in several groups (samples) - Differences between the LISREL approach and the PLS approach - Universal structure modeling

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For trainings with hands-on labs you are kindly requested to bring your own laptop with the required software. Alternatively, you can use our virtual machines (VMWare) for the MS Windows OS.
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  • Phone : +1.305.395.7962
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