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Measures Of Dispersion

Question
CBSEENST11024282

A measure of dispersion is a good .supplement to the central value in understanding a frequency distribution. Comment

Solution

A measure of dispersion : A good supplement to the central value : A central value condenses the series into a single figure. The measure of central tendencies indicate the central tendency of a frequency distribution in the form of an average. These averages tell us something about the general level of the magnitude of the distribution, but they fail to show anything further about the distribution. The averages represent the series as a whole. One may now be keen to know how far the various values of the series tend to dispense from each other or from their averages. This brings us to yet another important brand of statistical methods, viz. measures of dispersion. Only when we study dispersion alongwith average of series that we can have a comprehensive information about the nature and composition of a statistical series.

In a country, the average income or wealth may be equal. Yet there may be great disparity in its distribution. As a result, thereof, a majority of people may be below poverty line. There is need to measure variation in dispersion and express it as a single figure. It can be further explained with an example. Below are given the family’s incomes of Ram, Rahim and Maria. Ram, Rahim and Maria have four, six and five members in their families respectively.

Family Income

St. No.

Ram

Rahim

Maria

1.

12,000

7,000

2.

14,000

10,000

7,000

3.

16,000

14,000

8,000

4.

18,000

17,000

10,000

5.

20,000

50,000

6.

22,000

Total

60,000

90,000

75,000

From the table we come to know that each family have average income of Rs. 15,000

considerable differences in individual methods. It is quite obvious that averages try to tell only one aspect of a distribution i.e. representative size of the values. To understand it better, we need to know the spread of values also. The Ram’s family, differences in incomes are comparatively lower. In Rahim’s family, differences are higher and Maria’s family differences are the highest. Knowledge of only average is sufficient. A measure of dispersion improves the understanding of the distribution series.

Some More Questions From Measures of Dispersion Chapter

In a town 25% of the persons earned more than Rs. 45000, whereas 75% earned more than Rs. 18000. Calculate the absolute and relative values of dispersion.

A batsman is to be selected for a cricket team. The choice is between X and Y on the basis of their five previous scores which are:

X

Y

25

50

85

70

40

65

80

45

120

80

Which batsman should be selected if we want

(i) a higher run getter, or

(ii) a more reliable batsman in the team?

To check the quality of two brands of lightbulbs, their life in burning hours was estimated as under for 100 bulbs of each brand.

Life (in hrs)

No. of bulbs

Brand A

Brand B

0–50

15

2

50–100

20

8

100–150

18

60

150–200

25

25

200–250

22

5

 

100

100

(i) Which brand gives higher life?

(ii) Which brand is more dependable?

Average daily wage of 50 workers of a factory was Rs. 200 with a standard deviation of Rs. 40. Each worker is given a raise of Rs. 20. What is the new average daily wage and standard deviation? Have the wages become more or less uniform?

In the previous question, calculate the relative measures of variation and indicate the value, which in your opinion is more reliable.

If in the previous question, each worker is given a hike of 10% in wages, how are the mean and standard deviation values affected?

The sum of 10 values is 100 and the sum of their squares is 1090. Find the coefficient of variation.

Calculate the mean deviation about mean and standard deviation for the following distribution:

Classes

Frequencies

20–40

3

40–80

6

80–100

20

100–120

12

120–140

9

 

50

A measure of dispersion is a good .supplement to the central value in understanding a frequency distribution. Comment

Define dispersion.