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Glossary of experimental design
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ANOVA & Moderation
Explores ANOVA, moderation, and statistical analysis methods in digital education, emphasizing their significance in educational research.
Experimental Design and Analysis
Covers the basics of experimental design and analysis, focusing on statistical techniques like ANOVA, regression, mediation, and moderation.
Model Formulas in R: Basics and Applications
Explores model formulas in R, covering basics, interactions, ANOVA, and factorial designs with practical examples.
Understanding Statistics & Experimental Design
Emphasizes the critical importance of understanding statistics to avoid errors in research and decision-making, using motivating examples and practical exercises.
Design of Experiments Basics
Covers the fundamentals of Design of Experiments (DOE) and experimental strategies.
Designing Learning Experiences: CS411 Class Project
Introduces the CS411 Class Project, where students design and test a lesson using learning theories.
Signal Detection Theory
Explores Signal Detection Theory and its impact on decision-making processes in statistics and experimental design.
Experimental Design: Strategies and Analysis
Discusses experimental design strategies, factors, responses, treatment combinations, and degrees of freedom.
Design of Experiments: Statistical Design and Analysis
Covers statistical design of experiments, focusing on minimizing costs and maximizing accuracy.
DOE Qualitative factors III
Explores qualitative factors in Design of Experiments, including Latin squares, factorial designs, and ANOVA tables.