Question

In: Statistics and Probability

The frequency distribution table given below shows the monthly consumption of electricity of 68 consumers of...

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:

  1. Mean
  2. Mode
  3. Median
  4. Quartile 1
  5. Quartile 3
  6. Inter Quartile

step by step please..tq

Solutions

Expert Solution

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


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