1121-Multivariate Statistical Analysis-13017

Registration：Now ~ Any Time
Course Period：2023-08-01 ~ 2024-01-31

• Matrix algebra
• Introduction & Review
• Multivariate statistical methods
• Assumption
• MANOVA
• FACTOR ANALYSIS
• SEM data
• cfa
• MLM
• Some useful SEM readings
• 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
• 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
• SYllabus 2023
• templates (1)