A Gentle Introduction to ANOVA – The Problem of Probability Pyramiding (12-1)
Research By Design
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A Gentle Introduction to ANOVA explains how using ANOVA instead of multiple t-tests prevents inflated Type I error rates when comparing three or more group means, using clear examples like memory recall under different conditions to illustrate the concept.
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The general linear model is actually a special form of regression. In reality, everything that we are doing with hypothesis testing (from Z tests to t-tests, to correlation, to ANOVA) is actually all regression.
—Research By Design
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