In: Statistics and Probability
The frequency distribution table given below shows the monthly consumption of electricity of 68 consumers of a locality.
Monthly Consumption |
Number of Consumers |
65 – 85 |
4 |
85 – 105 |
5 |
105 – 125 |
13 |
125 – 145 |
20 |
145 – 165 |
14 |
165 – 185 |
8 |
185 – 205 |
4 |
Total |
68 |
Calculate the following:
step by step please..tq
Solution:
Class (1) |
Frequency (f) (2) |
Mid value (x) (3) |
d=x-Ah=x-13520 A=135,h=20 (4) |
f⋅d (5)=(2)×(4) |
cf (7) |
65 - 85 | 4 | 75 | -3 | -12 | 4 |
85 - 105 | 5 | 95 | -2 | -10 | 9 |
105 - 125 | 13 | 115 | -1 | -13 | 22 |
125 - 145 | 20 | 135=A | 0 | 0 | 42 |
145 - 165 | 14 | 155 | 1 | 14 | 56 |
165 - 185 | 8 | 175 | 2 | 16 | 64 |
185 - 205 | 4 | 195 | 3 | 12 | 68 |
--- | --- | --- | --- | --- | --- |
n=68 | ----- | ----- | ∑f⋅d=7 | ----- |
a ) Mean ˉx=A+∑fdn⋅h
=135+768⋅20
=135+0.1029⋅20
=135+2.0588
=137.0588
Mean = 137
b ) Mode
Here, maximum frequency is 20.
∴ The mode class is 125-145.
∴L=lower boundary point of mode class =125
∴f1= frequency of the mode class =20
∴f0= frequency of the preceding class =13
∴f2= frequency of the succedding class =14
∴c= class length of mode class =20
Z=L+(f1-f02⋅f1-f0-f2)⋅c
=125+(20-132⋅20-13-14)⋅20
=125+(713)⋅20
=125+10.7692
=135.7692
Mode = 135.8
c ) Median
= value of (n2)th observation
= value of (682)th observation
= value of 34th observation
From the column of cumulative frequency cf, we find that the 34th
observation lies in the class 125-145.
∴ The median class is 125-145.
Now,
∴L=lower boundary point of median class =125
∴n=Total frequency =68
∴cf=Cumulative frequency of the class preceding the median class
=22
∴f=Frequency of the median class =20
∴c=class length of median class =20
Median M=L+n2-cff⋅c
=125+34-2220⋅20
=125+1220⋅20
=125+12
=137
Median = 137
d ) Quartile 1
Class with (n4)th value of the observation in cf column
=(684)th value of the observation in cf column
=(17)th value of the observation in cf column
and it lies in the class 105-125.
∴Q1 class : 105-125
The lower boundary point of 105-125 is 105.
∴L=105
Q1=L+n4-cff⋅c
=105+17-913⋅20
=105+813⋅20
=105+12.3077
=117.3077
Quartile 1 = 117.3
d ) Quartile 3
Q3=L+3n4-cff⋅c
=145+51-4214⋅20
=145+914⋅20
=145+12.8571
=157.8571
Quartile 3 = 157.8
f ) Inter Quartile =Quartile 3 -Quartile 1
= 157.8 - 117.3
= 40.5
Inter Quartile = 40.5