In: Statistics and Probability
The following table gives the total area in square miles (land and water) of seven states. Complete parts (a) through (c).
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Given values:
52300, 615400, 115000, 53200, 159300, 104500, 6400
(b)
To find outlier on high side:
Arranging data in ascending order:
6400,52300,53200,104500,115000,159300,615400
Q1 = First Quartile = (n+1)/4 th item = 8/4 = 2nd item = 52300
Q3 = Third Quartile = (n+1)3/4 th item = 8 X 3/4 = 6th item = 159300
IQR = Q3 - Q1 = 107000
Q3 + 1.5 IQR = 159300 + (1.5 X 107000) = 319800
So, 615400 is greater than 319800
Outlier on the high side:
State 2 is an outlier on the high side.
So,
Eliminate State 2 from the list:
So:
n = 6
New mean = sum of values/6 = 490700/6 = 81783
New Median:
Q2 = (n+1)/2th item = (6+1)/2 = 3.5 = average of 3rd & 4th item
= (53200 + 104500)/2 = 78850
(c)
Q1 = (n+1)/4th item = (6+1)/4 = 1.75 = interpolation of 1st & 2nd item = 40825
Q3 = (n+1)3/4th item = (6+1)3/4 = 5.25 = interpolation of 5th & th item = 126075
IQR = Q3 - Q1 = 85250
Q1 - (1.5 X IQR) = 40825 - (1.5 X 85250) = - 87050
No value is less than - 87050
So,
No outlier on the low end.
So, new mean = old mean = 490700/6 = 81783