Lesson 20: ANOVA
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1. Understand ANOVA Fundamentals: Gain a foundational understanding of analysis of variance (ANOVA) and its purpose in comparing means across multiple groups.
2. Apply ANOVA Using R: Learn how to implement ANOVA in R, including data preparation and executing the appropriate functions.
3. Interpret ANOVA Results: Develop the ability to analyze ANOVA output, including F-values, p-values, and their implications for statistical significance.
4. Check Assumptions for ANOVA: Understand and verify the key assumptions of ANOVA, such as normality and homogeneity of variances, using diagnostic tests and plots.