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Measures of Dispersion Test - 32

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Measures of Dispersion Test - 32
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  • Question 1
    1 / -0
    Semi inter-quartile deviation is given by the formula _______.
    Solution

    Semi inter-quartile deviation divides the series into four equal parts and measures the distance average between the third and the first quartile. The first quartile is denoted as Q1 and the third quartile is denoted as Q3 .


    Semi inter-quartile deviation = (Q3-Q1) /2

                                 = (29-17)/2

                                 = 12/2

                                 = 6

  • Question 2
    1 / -0
    The measure of the dispersion which ignores signs of the deviations from a central value is _______.
    Solution
    Mean deviation is the arithmetic average of the deviations of the observed values from an  average of the observed values. While calculating mean deviation, mod function is used which makes all the deviations positive. Therefore, it ignores the negative signs of the deviations. 
  • Question 3
    1 / -0
    The co-efficient of quartile deviation from the following observations is 
    $$10, 18, 20, 28, 15, 17, 22, 25, 29, 32, 34$$
    Solution

    Quartile deviation divides the series into four equal parts and measures the distance average between the third and the first quartile. The first quartile is denoted as Q1 and the third quartile is denoted as Q3 .

    The coefficient of quartile deviation is found by dividing the difference between the first quartile and the third quartile by the sum between the first quartile and the third quartile.

    In the given series, 10, 15,17,18,20,22,25,28,29,32,34. 

    Q1= 17 and Q3=29 

    Coefficient of quartile deviation =(Q3-Q1)/ (Q3+Q1)

                                                = (29-17)/ (29+17)

                                                = 12/46 = 0.26 



  • Question 4
    1 / -0
    If a constant value $$15$$ is subtracted from each observation of a set, the variance is ________.
    Solution

    Variance is the mean of the squares of the deviations from the mean. Therefore, if a constant value that is 15 is subtracted from each observations of the set, then the variance will not be altered as the effect of such a act will be managed at the time of calculating the deviations of the series. 

  • Question 5
    1 / -0
    If each observation of set is divided by $$10$$, the S.D of the new observations is ______.
    Solution

    Standard deviation is the square root of the arithmetic mean of the squares of the deviations measured from the arithmetic mean of the data. So the deviations are affected by division and multiplication. Therefore, if each observation of the set id divided by 10 then the whole standard deviation also becomes 1/10 th of the prior standard deviation. 

  • Question 6
    1 / -0
    Which measure of dispersion is least affected by extreme values?
    Solution

    Quartile deviation divides the series into four equal parts and measures the distance average between the third and the first quartile. The first quartile is denoted as Q1 and the third quartile is denoted as Q3 . Therefore, quartile deviation is not affected by the extreme values of the series. 

  • Question 7
    1 / -0
    Sum of squares of the deviations is minimum when deviations are taken from ________.
    Solution
    Mean deviation is the arithmetic average of the deviations of the observed values from an  average of the observed values. 
    Mean deviation from the mean calculates the arithmetic average of the deviations of the observed values from mean of the observed values. Sum of the squares of the deviations is minimum when deviations are taken from mean as mean is the arithmetic average of the series and disperse the whole series into individual minimum value therefore the sum of their squares is minimum. 
  • Question 8
    1 / -0
    Which measure of dispersion ensures highest degree of reliability?
    Solution
    Standard deviation is the square root of the arithmetic mean of the squares of the deviations measured from the arithmetic mean of the data. It is considered as the best and most commonly used measure of dispersion to ensure high degree of reliability as it is a measure of average of deviations from the average.
  • Question 9
    1 / -0
    Range of a set of values is $$60$$ and maximum value in the series is $$80$$. The minimum value of the series is _______.
    Solution

    Range is defined as the difference between the highest(or largest ) and lowest(or smallest) observed value in a series. It is the most simple and commonly understandable measures of dispersion. 

    Range = 60 

    In the given series, H= 80 and L= x 

    Range => 80-x = 60

                => x = 80-60 = 20 

  • Question 10
    1 / -0
    If $$Q_3 + Q_1 = 108, Q_3 - Q_1 = 74$$; then Q.D is _______.
    Solution

    Quartile deviation divides the series into four equal parts and measures the distance average between the third and the first quartile. The first quartile is denoted as Q1 and the third quartile is denoted as Q3 .


    Quartile deviation = (Q3-Q1) /2

                                 = 74/2

                                 = 37

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