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Related lectures (31)
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Introduction to ANOVA
Covers the basics of ANOVA using a case study on sleeping pill effectiveness.
Understanding Statistics & Experimental Design
Covers basic probability theory, signal detection theory, statistics, and meta-statistics, explaining effect sizes, power, and hypothesis testing.
Model Building: Analysis of Means
Explores model building using analysis of means to predict removal rates and adhesion strength.
Understanding Statistics & Experimental Design
Explores t-tests, confidence intervals, ANOVA, and hypothesis testing in statistics, emphasizing the importance of avoiding false discoveries and understanding the logic behind statistical tests.
Factorial Experimental Design
Covers factorial experimental design, 2-way ANOVA, interaction plots, and unbalanced designs.
Statistical Mediation and Moderation
Explores statistical mediation, moderation, ANOVA, and hypothesis testing.
ANOVA & Moderation
Explores ANOVA, moderation, and statistical analysis methods in digital education, emphasizing their significance in educational research.
Multilinear Regression: Least Square Fit
Explores multilinear regression, variance, correlation, optimization, ANOVA, and design procedures.
Modeling Qualitative Factors
Explores modeling qualitative factors in experimental design, including pseudo-tensors, Latin squares, and ANOVA analysis.
Two-way ANOVA and Chi-square Test
Explores two-way ANOVA, chi-square test, model comparison, and variable transformation for statistical analysis.
