1101-Multivariate Statistical Analysis-13007

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Course Period：2021-09-13 ~ 2022-01-31

• Matrix algebra
• Review
• Assumption
• MANOVA
• FACTOR ANALYSIS
• SEM data
• cfa
• MLM
• Some useful SEM readings
• EFA and PCA
• Multivariate statistical methods
• How to Determine the Number of Factors to Retain in Exploratory Factor
• Target Rotation With Both Factor Loadings and Factor Correlations
• Moderation & Mediation (1)
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• EFA and PCA
• Probing Categorical Moderation Under Variance Heterogeneity
• Psychometric and Machine Learning Approaches for Diagnostic
• The Impact of Measurement Error and Omitting Confounders on Statistical
• The Measurement of the Mediator and Its Influence on Statistical
• Syllabus 2021 MVA
• Introduction & Review
• Cleaning Up Your Act
• Multiple regression (1) (1)
• 千琇資料
• PROCESS TEMPLATE
• The Impact of Measurement Error and Omitting Confounders on Statistical
• The Measurement of the Mediator and Its Influence on Statistical Mediation Conclusions
• Structural Equation Modeling