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Multi-Factor Studies KNNL – Chapter 24
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Experiments with 3 or More Factors
Many studies have 3 or more factors, sometimes many more Main Effects and 2-Factor Interactions are same as in 2-Way ANOVA Higher order interactions occur when the 2-factor interactions appear differently at different levels of other factor(s) For 3 factor models, we will have factors A, B, and C, with a, b, and c levels respectively. In many experiments, with large number of factors, the goal is to screen for important factors with few observations
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Notation – 3- Factor ANOVA
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Mean Total Flavonoids by Grape Color, Storage Temp & Time
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Statistical Model – Fixed Effects
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Analysis of Variance
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Tests for Main Effects and Interactions
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