In: Statistics and Probability
The International League of Triple-A minor league baseball consists of 14 teams organized into three divisions: North, South, and West. Suppose the following data show the average attendance for the 14 teams in the International League. Also shown are the teams' records; W denotes the number of games won, L denotes the number of games lost, and PCT is the proportion of games played that were won.
Team Name | Division | W | L | PCT | Attendance |
---|---|---|---|---|---|
Buffalo Bisons | North | 66 | 77 | 0.462 | 8,815 |
Lehigh Valley IronPigs | North | 55 | 89 | 0.382 | 8,472 |
Pawtucket Red Sox | North | 85 | 58 | 0.594 | 9,093 |
Rochester Red Wings | North | 74 | 70 | 0.514 | 6,918 |
Scranton-Wilkes Barre Yankees | North | 88 | 56 | 0.611 | 7,148 |
Syracuse Chiefs | North | 69 | 73 | 0.486 | 5,766 |
Charlotte Knights | South | 63 | 78 | 0.447 | 4,528 |
Durham Bulls | South | 74 | 70 | 0.514 | 6,995 |
Norfolk Tides | South | 64 | 78 | 0.451 | 6,282 |
Richmond Braves | South | 63 | 78 | 0.447 | 4,454 |
Columbus Clippers | West | 69 | 73 | 0.486 | 7,796 |
Indianapolis Indians | West | 68 | 76 | 0.472 | 8,539 |
Louisville Bats | West | 88 | 56 | 0.611 | 9,153 |
Toledo Mud Hens | West | 75 | 69 | 0.521 | 8,236 |
a) Use α = 0.05 to test for any difference in the mean attendance
for the three divisions.
Find the value of the test statistic. (Round your answer to two decimal places.)
Find the p-value. (Round your answer to three decimal places.)
p-value =
b) use Fisher's LSD procedure to determine where the differences occur. Use α = 0.05.
Find the value of LSD for each pair of divisions. (Round your answers to two decimal places.)
North and South LSD =
North and West LSD =
South and West LSD =
Find the pairwise absolute difference between sample attendance means for each pair of divisions. (Round your answers to the nearest integer.)
xN − xS=
xN − xW=
xS − xW=
Solution:
Applying one way ANOVA:
a) value of the test statistic =6.97
p value =0.011
b)
Fisher's (LSD) for group i and j =(tN-k)*(sp*√(1/ni+1/nj) = |
North and South LSD = 1619.42
North and West LSD = 1619.42
South and West LSD = 2863.25
xN-xS | 2136.92~ 2137 |
xN-xW | 726.33~ 726 |
xS-xW | 2863.25 ~2863 |
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