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Business Statistics in Practice Study Set 1
Exam 10: Experimental Design and Analysis of Variance
Path 4
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Question 101
Multiple Choice
Ā SourceĀ
Ā d.f.Ā
Ā SumĀ ofĀ SquaresĀ
Ā ModelĀ
3
213.88125
Ā ErrorĀ
20
11.208333
Ā TotalĀ
23
225.0895
\begin{array} { l c c } \text { Source } & \text { d.f. } & \text { Sum of Squares } \\\text { Model } & 3 & 213.88125 \\\text { Error } & 20 & 11.208333 \\\text { Total } & 23 & 225.0895\end{array}
Ā SourceĀ
Ā ModelĀ
Ā ErrorĀ
Ā TotalĀ
ā
Ā d.f.Ā
3
20
23
ā
Ā SumĀ ofĀ SquaresĀ
213.88125
11.208333
225.0895
ā
-Consider the above one-way ANOVA table.What is the treatment mean square?
Question 102
Essay
Consider the following data from a two-factor factorial experiment.You wish to perform a two-way analysis of variance to analyze the data.
Ā FactorĀ IĀ
Ā FactorĀ IIĀ
1
2
3
1
4
8
5
6
7
5
5
5
6
2
4
5
0
2
3
1
3
2
1
\begin{array} { c c c c } & & { \text { Factor I } } \\\text { Factor II } & 1 & 2 & 3 \\1 & 4 & 8 & 5 \\& 6 & 7 & 5 \\& 5 & 5 & 6 \\& & & \\2 & 4 & 5 & 0 \\& 2 & 3 & 1 \\& 3 & 2 & 1\end{array}
Ā FactorĀ IIĀ
1
2
ā
1
4
6
5
4
2
3
ā
Ā FactorĀ IĀ
2
8
7
5
5
3
2
ā
3
5
5
6
0
1
1
ā
-What is the factor II mean square?
Question 103
Multiple Choice
Suppose that a teacher wants to study how four different study methods affect a student's final grade.The study method is the _____ variable.
Question 104
Multiple Choice
Ā SourceĀ
Ā d.f.Ā
Ā SumĀ ofĀ SquaresĀ
Ā ModelĀ
3
213.88125
Ā ErrorĀ
20
11.208333
Ā TotalĀ
23
225.0895
\begin{array} { l c c } \text { Source } & \text { d.f. } & \text { Sum of Squares } \\\text { Model } & 3 & 213.88125 \\\text { Error } & 20 & 11.208333 \\\text { Total } & 23 & 225.0895\end{array}
Ā SourceĀ
Ā ModelĀ
Ā ErrorĀ
Ā TotalĀ
ā
Ā d.f.Ā
3
20
23
ā
Ā SumĀ ofĀ SquaresĀ
213.88125
11.208333
225.0895
ā
-Suppose that you analyze data from a completely randomized experimental design using a one-way ANOVA.You find out later that the data was actually from a randomized block experimental design and use the ANOVA procedure to reanalyze the data.The SSE from your first analysis will be ______ the SSE from your second analysis.
Question 105
Multiple Choice
One difference between a one-way ANOVA and a two-way ANOVA is that in a two-way ANOVA we first test for a(n) _________ effect.
Question 106
Essay
Ā BlockĀ
1
2
3
4
5
Ā Tr1Ā
2
1
2
3
2
Ā Tr2Ā
4
4
1
1
2.5
Ā TR3Ā
3
4
3
2
3
Ā MeanĀ
2
3
3
2
Ā overallĀ meanĀ
=
2.5
\begin{array} { l l l l l l } \text { Block } & 1 & 2 & 3 & 4 & 5 \\\text { Tr1 } & 2 & 1 & 2 & 3 & 2 \\\text { Tr2 } & 4 & 4 & 1 & 1 & 2.5 \\\text { TR3 } & 3 & 4 & 3 & 2 & 3 \\\text { Mean } & 2 & 3 & 3 & 2 & \text { overall mean } = 2.5\end{array}
Ā BlockĀ
Ā Tr1Ā
Ā Tr2Ā
Ā TR3Ā
Ā MeanĀ
ā
1
2
4
3
2
ā
2
1
4
4
3
ā
3
2
1
3
3
ā
4
3
1
2
2
ā
5
2
2.5
3
Ā overallĀ meanĀ
=
2.5
ā
Consider the randomized block design with 4 blocks and 3 treatments (groups) given above -What is the degrees of freedom for treatments (groups)?
Question 107
Essay
Test H
0
: there is no difference between effects of levels of factor II at a =.05.
Question 108
Essay
Find an individual 95 percent confidence interval for
μ
1
ā
μ
2
\mu _ { 1 } - \mu _ { 2 }
μ
1
ā
ā
μ
2
ā
where
x
Ė
1
\bar { x } _ { 1 }
x
Ė
1
ā
=51.5,
x
Ė
2
\bar { x } _ { 2 }
x
Ė
2
ā
= 55.8,and MSE = 6.125.There were 4 treatments and 24 observations in total and the number of observations were equal in each group.
Question 109
True/False
In a one-way ANOVA for a completely randomized design,all other things being held constant,as two sample treatment group means get closer further apart the probability of rejecting the null hypothesis increases.