Statistics Essentials: The t-testIntroduces the t-test for assessing categorical effects on quantitative outcomes, covering hypothesis testing, assumptions, and alternative tests.
Statistics essentials: ANOVACovers the essentials of ANOVA, explaining its concept, calculations, assumptions, and interpretation of results.
Understanding Statistics & Experimental DesignExplores t-tests, confidence intervals, ANOVA, and hypothesis testing in statistics, emphasizing the importance of avoiding false discoveries and understanding the logic behind statistical tests.
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.