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Monday, November 26 Factorial Design Two-Way ANOVA
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The factorial design is used to study the relationship of two or more independent variables (called factors) to a dependent variable, where each factor has two or more levels. - p. 244
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In this design, you can evaluate the main effects of each factor independently (essentially equivalent to doing one- way ANOVA’s for each of the factors independently), but you are also able to evaluate how the two (or more factors) interact.
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TOTAL VARIATION Variation within groups (error) Variation between groups Variation from Factor 1 Variation from Factor 2 Variation from Factor 1 x 2 interaction Partitioning variation in a 2x2 factorial design.
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1.ACompute SS T B. Compute SS B C.Subtract SS B from SS T to obtain SS W (error) D.Compute SS 1 E.Compute SS 2 F.Compute SS 1x2 by subtracting SS 1 and SS 2 from SS B 2.Convert SS to MS by dividing SS by the appropriate d.f. 3.Test MS 1,MS 2 and MS 1x2 using F ratio.
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