In: Statistics and Probability
Given the following frequency table of test grades: Round to the nearest tenth
Grades: Frequency
98 3
94 2
90 3
86 2
78 5
Mean
Median
Mode
Sample standard deviation
Population standard deviation
72 2
67 6
62 1
Solution:
Given in the question
Mean of the data set can be calculated as
Mean =
(Grades*Frequency)/(Frequency)
=
((98*3)+(94*2)+(90*3)+(86*2)+(78*5)+(72*2)+(67*6)+(78(5))/(3+2+3+2+5+2+6+1)
= (294+188+270+172+390+144+402+62)/24 = 1922/24 = 80.1
Grades | Frequency | Grades*Frequency |
98 | 3 | 294 |
94 | 2 | 188 |
90 | 3 | 270 |
86 | 2 | 172 |
78 | 5 | 390 |
72 | 2 | 144 |
67 | 6 | 402 |
62 | 1 | 62 |
Median can be calculated as
Median =(n+1)/2 = (24+1)/2 = 12.5th value i.e. 12th value is 78 and
13th value is 78 so 12.5th value is (78+78)/2 = 78. So median =
78
Mode of the data set is the value which is often occuring in the
data set so mode is
Mode = 67
Sample standard deviation can be calculated as
Sample standard deviation = sqrt((Frequency(Grade
- mean)^2/(n-1)) = sqrt(3*(98-80.1)^2
+ 2*(94-80.1)^2 + 3*(90-80.1)^2 + 2*(86-80.1)^2 + 5*(78-80.1)^2 +
2*(72-80.1)^2 + 6*(67-80.1)^2 + 1*(62-80.1)^2)/(24-1)) =
sqrt((961.23+386.42+294.03+69.62+22.05+131.22+1029.66+327.61)/23) =
sqrt(3221.84/23) = 11.8
Grades | Frequency | Grades*Frequency | Grade - Mean | Frequency*(Grade -mean)^2 |
98 | 3 | 294 | 17.9 | 961.23 |
94 | 2 | 188 | 13.9 | 386.42 |
90 | 3 | 270 | 9.9 | 294.03 |
86 | 2 | 172 | 5.9 | 69.62 |
78 | 5 | 390 | -2.1 | 22.05 |
72 | 2 | 144 | -8.1 | 131.22 |
67 | 6 | 402 | -13.1 | 1029.66 |
62 | 1 | 62 | -18.1 | 327.61 |