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An Agricultural Scientist Performs a 2-Way ANOVA to Determine the Effects

question 19

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An agricultural scientist performs a 2-way ANOVA to determine the effects of three different soil mixtures on the sprouting time (in days) of three varieties of hybrid cucumber seeds. The following MINITAB output presents the results.  Analysis of Variance for Sprouting  Source  DF  SS  MS  F  P  Soil Mixture 26.7407413.370372.2750.131563 Hybrid Variety 212.5185196.2592594.2250.031306 Interaction 411.7037042.9259261.9750.141653 Error 1826.6666671.481481 Total 2657.62963\begin{array}{l}\text { Analysis of Variance for Sprouting }\\\begin{array} { l r r r r r } \text { Source } & \text { DF } & \text { SS } & \text { MS } & \text { F } & \text { P } \\\text { Soil Mixture } & 2 & 6.740741 & 3.37037 & 2.275 & 0.131563 \\\text { Hybrid Variety } & 2 & 12.518519 & 6.259259 & 4.225 & 0.031306 \\\text { Interaction } & 4 & 11.703704 & 2.925926 & 1.975 & 0.141653 \\\text { Error } & 18 & 26.666667 & 1.481481 & & \\\text { Total } & 26 & 57.62963 & & &\end{array}\end{array} Can the mean effect of the soil mixture be interpreted? If so, interpret the main effect. Use the α=0\alpha = 0 level Of significance.


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