Exam 12: Analysis of Variance

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The following table presents measurements of the tensile strength (in kilopascals) asphalt-rubber concrete beams for three levels of binder content and three levels o rubber content.  The following table presents measurements of the tensile strength (in kilopascals) asphalt-rubber concrete beams for three levels of binder content and three levels o rubber content.    i). Can you reject the hypothesis of no interactions? ii). Can the mean effect of the binder content be interpreted? If so, interpret the  m  effect. Use the  \alpha = 0.01  level of significance. iii). Can the mean effect of the rubber content be interpreted? If so, interpret the  \mathrm { m }  effect. Use the  \alpha = 0.01  level of significance. i). Can you reject the hypothesis of no interactions? ii). Can the mean effect of the binder content be interpreted? If so, interpret the mm effect. Use the α=0.01\alpha = 0.01 level of significance. iii). Can the mean effect of the rubber content be interpreted? If so, interpret the m\mathrm { m } effect. Use the α=0.01\alpha = 0.01 level of significance.

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The following table shows the weekly total sales (in dollars) at a small roadside vegetable stand for the months June through September. Month Weekly Sales June 983 1105 1012 1004 July 1054 940 1119 1065 August 1054 1088 1139 1107 September 1081 827 960 951 Can you conclude that the weekly sales varies with the month? Use the α=0.05\alpha = 0.05 level of significance.

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In a two-way ANOVA design, variable A has four levels and variable B has two levels. There are eight data values in each cell. What is the d.f.N. for factor B?

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 The figure below is an example of what type of interaction? \text { The figure below is an example of what type of interaction? } \text { The figure below is an example of what type of interaction? }

(Multiple Choice)
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For three groups, the FF -test can show whether or not a difference exists among three means and where the difference lies.

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A Two-Way ANOVA Summary Table is shown below. Source d.f. MS F Factor A 13.97 2 6.99 4.99 Factor B 3.67 2 1.83 1.31 Interaction A \times B 10.81 4 2.70 1.93 Within (error) 50.40 36 1.4 Total 78.848 44 The critical value for the FF -test using α=0.05\alpha = 0.05 , d.f.N. =2= 2 , and d.f.D =36= 36 is 3.263.26 . Then,

(Multiple Choice)
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In the Tukey test, if Xˉ2=8\bar { X } _ { 2 } = 8 for a group size n2=8,Xˉ4=12n _ { 2 } = 8 , \bar { X } _ { 4 } = 12 for a group size n4n _ { 4 } and the within-group variance sw2=24s _ { w } ^ { 2 } = 24 , then the qq test value for comparing group 2 to group 4 is

(Multiple Choice)
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A vending machine company wants to check three of its machines to determine if they are properly dispensing 12 ounces of coffee. Their data is given below. Machine A Machine B Machine C 11.8 11.7 12.2 12.1 11.9 12.1 12.0 11.7 12.0 11.9 11.8 11.9 12.1 12.0 12.2 Compute the test value for the coffee machines.

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When performing an FF -test, if the means differ significantly, the between-group variance will be much smaller than the within-group variance.

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