Syllabus
Schedule: 19.2.2024 - Zakreski
Factorial ANOVA 4.3.2024 - Zakreski
Regression, multiple regression with interaction, regression diagnostics 18.3.2024 - Zakreski
Path modeling, understanding the differences between mediation and moderation
Mixed-effects models 15.4.2024 - NO CLASS! 22.4.2024 - Csajbók (WARNING: date changed from 15.4.2024 to 22.4.2024!)
Exploratory factor analysis
Understanding latent variable modeling, degrees of freedom, and model fit 29.4.2024 - Csajbók
Confirmatory factor analysis and its use in psychometrics
Measurement invariance testing 13.5.2024 - Csajbók
Introduction to advanced SEM methods
Annotation
This course aims to guide students to become more familiar with more advanced statistical models, principles of how to choose an appropriate statistical test for a more complex research design and will learn to independently perform relevant tests in SPSS,
JASP, and Mplus statistical programs. They will also acquire the ability to verbally describe the results and understand this description in empirical quantitative studies. The focus of this class will be on latent variable modeling in the forms of Structural Equation Modeling and Multilevel Modelling.