ANOVA & ModerationCovers ANOVA, mediation, and moderation analyses in R for CS-411 Digital Education.
Experimental Design and AnalysisCovers the basics of experimental design and analysis, focusing on statistical techniques like ANOVA, regression, mediation, and moderation.
Linear Regression BasicsCovers the basics of linear regression, instrumental variables, heteroskedasticity, autocorrelation, and Maximum Likelihood Estimation.
Basics of linear regression modelCovers the basics of linear regression, OLS method, predicted values, residuals, matrix notation, goodness-of-fit, hypothesis testing, and confidence intervals.
Statistics essentials: ANOVACovers the essentials of ANOVA, explaining its concept, calculations, assumptions, and interpretation of results.