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Question: Using an appropriate method, find the mean of following frequency distribution: Class | 84 - 90...

Using an appropriate method, find the mean of following frequency distribution:

Class84 - 9090 - 9696 - 102102-108108 - 114114 - 120
Frequency81016231211

Which method did you use, and why?

Explanation

Solution

The mean (or average) of observations, as we know is the sum of the values of all the observations divided by the total number of observations. If x1,x2,........,xn{x_1},{x_2},........,{x_n} are observation with respective frequencies f1,f2,........,fn{f_1},{f_2},........,{f_n}, then their mean observation x1{x_1} occurs j1{j_1} time, x2{x_2} occurs j2{j_2} time and so on.
So, the mean x\overline x of the data is give by
x=f1x1+f2x2+.......+fnxnf1+f2+.......+fn\overline x = \dfrac{{{f_1}{x_1} + {f_2}{x_2} + ....... + {f_n}{x_n}}}{{{f_1} + {f_2} + ....... + {f_n}}}
Recall that we can write this in short form by using the Greek letter (CapitalSigma)\sum {\left( {CapitalSigma} \right)} which means summation.
x=i=1nfixii=1nf1\overline x = \sum\limits_{i = 1}^n {\dfrac{{{f_i}{x_i}}}{{\sum\limits_{i = 1}^n {{f_1}} }}} Varies from 11 to nn.

Complete step-by-step answer:

class IntervalFrequency(fi{f_i})Class mark(x1{x_1})fixi{f_i}{x_i}
849084 - 90888787696696
909690 - 9610109393930930
9610296 - 1021616999915841584
102108102 - 108232310510524152415
108114108 - 114121211111113321332
114120114 - 120111111711712871287
80{\mathbf{80}}fixi=8244\sum {{f_i}{x_i} = {\mathbf{8244}}}

It is assumed that the frequency of each class – Internal is centered around its main point. So the midpoint (class marks) of each class can be chosen to represent the observation in the case.
Class mark = UpperClassLimit+LowerClassLimit2\dfrac{{UpperClassLimit + LowerClassLimit}}{2}
We have the sigma of frequencies is 8080and sigma is f1x1{f_1}{x_1} is 82448244. So, the mean x\overline x of the given data is the give by
x=fixifi=824480=103.05\overline x = \dfrac{{\sum {{f_i}{x_i}} }}{{\sum {{f_i}} }} = \dfrac{{8244}}{{80}} = 103.05
The mean value is 103.05103.05
The choice of method to be used depends on the numerical value of xi{x_i} and fi{f_i}.
If xi{x_i} and fi{f_i} are sufficiently small, then the direct method is an appropriate choice.

Note: If xi{x_i} and fi{f_i} are numerically large numbers, then we can go for the assumed mean method of step – deviation method. If the class size is unequal and xi{x_i} are large. Numerically, we can still apply the step-deviation method for te mean by taking h to be a suitable divisor of all the