Statistics essentials: ANOVACovers the essentials of ANOVA, explaining its concept, calculations, assumptions, and interpretation of results.
Experimental Design and AnalysisCovers the basics of experimental design and analysis, focusing on statistical techniques like ANOVA, regression, mediation, and moderation.
Statistical InferenceCovers likelihood ratio statistic, confidence intervals, and hypothesis testing concepts.
Probabilities and StatisticsCovers fundamental concepts in probabilities and statistics, including linear regression, exploratory statistics, and the analysis of probabilities.
ANOVA & ModerationExplores ANOVA, moderation, and statistical analysis methods in digital education, emphasizing their significance in educational research.
Statistics Essentials: The t-testIntroduces the t-test for assessing categorical effects on quantitative outcomes, covering hypothesis testing, assumptions, and alternative tests.