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Data and Model files

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SEM Slides

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Quizzes Files

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Mastervalidity Pluging

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Welcome to the SEM course!

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From regression analysis to structural equation modeling (SEM)

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Latent variables, reliability and validity

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CB-SEM vs PLS-SEM

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Reflective vs formative constructs

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SEM terms

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Goodness of fit

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SEM in five steps

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Reading suggestion (SEM 1)

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Identifying missing cases

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Treating missing cases

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Univariate and multivariate outliers

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Univariate and multivariate normality

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Handling typos and reluctant cases

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Handling missing cases in excel and SPSS

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Data Cleaning Quiz

5 questions

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Reading suggestion (SEM 2)

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Research Model, CFA model, and SEM model

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Draw the CFA model in AMOS

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Model fit assessment

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Construct reliability and validity assessment

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Sample papers (CFA)

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CFA Quiz

5 questions

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Reading suggestion (SEM 4)

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Structural model assessment

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Sample paper (SEM)

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Reading suggestion (SEM 5)

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Mediation and moderation in plain language

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Mediation using Baron and Kenny approach

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Mediation using bootstrapping

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Mediation Analysis: Baron and Kenny, Sobel test, and Bootstrapping

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Imputation

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Serial mediation

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Interaction effect: Moderating role of a continues variable

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Multigroup analysis: Moderating role of a categorical variable

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SEM Quiz

5 questions

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Sample papers (Mediation and Moderation)

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Reading suggestion (SEM 6)

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Congratulations for Successfully Completing the SEM Course!