In: Statistics and Probability
Calculate the mean and median from the grouped data.
Exam Score |
Number of Applicants |
61-65 |
20 |
66-70 |
13 |
71-75 |
47 |
76-80 |
56 |
81-85 |
33 |
86-90 |
27 |
91-95 |
41 |
96-100 |
34 |
Solution:
Given that,
Class | Frequency | Mid -point | d | fd | Cumulative Frequency |
61-65 | 20 | 63 | -4 | - 80 | 20 |
66-70 | 13 | 68 | -3 | - 39 | 33 |
71-75 | 47 | 73 | -2 | - 94 | 80 |
76-80 | 56 | 78 | -1 | - 56 | 136 |
81-85 | 33 | 83 | 0 | 0 | 169 |
86-90 | 27 | 88 | 1 | 27 | 196 |
91-95 | 41 | 93 | 2 | 82 | 237 |
96-100 | 34 | 98 | 3 | 102 | 271 |
Total | n = 271 | fd = - 58 |
a ) The sample mean is
Mean = (A + (fd / n) * h)
= ( 83+( - 58 / 271 ) * 5
= 83 + - 214.5 * 5
= 83 + - 1.0701
= 81.9299
Mean = 81.9299
b ) Median
Median = Value of ( n / 2 )th Observation
= Value of ( 271 / 2 )th Observation
= Value of 135th Observation
From the column of cumulative frequency cf, we find that the 135th observation lies in the class 76-80.
∴ The median class is 75.5-80.5.
Now,
∴L=lower boundary point of median class =75.5
∴n=Total frequency =271
∴cf=Cumulative frequency of the class preceding the median class =80
∴f=Frequency of the median class =56
∴c=class length of median class =5
M = L + (( n / 2 ) - c .f / f ) * c
= 75.5 + ( (135 - 80 )/ 56 ) * 5
= 75.5 + (55 / 56 ) * 5
= 75.5 + 4.9107
= 80.4554
Median = 80.4554