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Analysis of Variance (ANOVA)

Explore the influence of genetics, stress, diet, and gender on headaches through ANOVA analysis. Understand the impact of a new drug on the number of headaches. Determine if the drug significantly reduces headaches.

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Analysis of Variance (ANOVA)

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  1. Analysis of Variance (ANOVA)

  2. ANOVA data Grand Mean = 4.375

  3. Independent t-test

  4. Variance

  5. ANOVA data Grand Mean = 4.375

  6. Variance total variance = within groups variance + between groups variance

  7. May Affect Number of Headaches • genetics • stress • diet • gender • sleep • … • new drug Error --- IV

  8. ANOVA data IV (drug) error

  9. Between-group var = IV + error • Within-group var = error • F = between var / within var = • (IV+error) / error • If IV has no effect, F = error/error = 1 • Is F significantly greater than 1?

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