In: Statistics and Probability
The test scores of 40 students are summarized in the frequency table below. What is the standard deviation, mean, and median?
Score students
50-59 14
60-69 6
70-79 5
80-89 9
90-99 6
Answer: The test scores of 40 students are summarized in the frequency table below:
Solution:
Class | Midpoint (M) | f | M*f | M2*f |
50-59 | 54.5 | 14 | 763 | 41583.50 |
60-69 | 64.5 | 6 | 387 | 24961.50 |
70-79 | 74.5 | 5 | 372.5 | 27751.25 |
80-89 | 84.5 | 9 | 760.5 | 64262.25 |
90-99 | 94.5 | 6 | 567 | 53581.50 |
Total | 40 | 2850 | 212140 |
Mean:
Mean x̄ = ∑(M*f)/∑f
Mean x̄ = 2850/40
Therefore,
Mean x̄ = 71.25
Median:
= value of (n/2)th observation
= value of (40/2)th observation
= value of 20th observation
From the column of cumulative frequency cf, we find that the 20th observation lies in the class 70-79.
The median class is 69.5-79.5.
Now,
L=lower boundary point of median class =69.5
n=Total frequency =40
cf=Cumulative frequency of the class preceding the median class =20
f=Frequency of the median class =5
c=class length of median class =10
Therefore,
Median, M = L+ ((n/2-cf)/f)*c
M = 69.5 + ((20-20)/5) * 10
M = 69.5 * 0
Therefore,
Median,M = 69.5
Standard deviation, s:
s = √∑((M2*f) - (n*x̄2)/n-1)
s = √(212140 - 40(71.25)2/40-1)
s = √((212140 - 203062)/39)
s = 15.2564
Therefore, Standard deviation, s = 15.2564
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