Measures of Dispersion
A measure of dispersion is a good .supplement to the central value in understanding a frequency distribution. Comment.
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.
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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.
How many methods are there to calculate dipersion?
Define range.
Define quartile deviation.
How is coefficient of quartile deviation calculated?
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