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Statistics Test - 27

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Statistics Test - 27
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  • Question 1
    1 / -0
    The coefficient of range of the following distribution $$10, 14, 11, 9, 8, 12, 6$$
    Solution
    Here greatest term in the given observation is, $$x_m =14$$
    and least term is, $$x_l = 6$$
    Hence coefficient of range is $$=\cfrac{x_m-x_l}{x_m+x_l}=\cfrac{8}{20}=0.4$$
  • Question 2
    1 / -0
    If the coefficient of variation and standard deviation of a distribution are 50% and 20 respectively, the its mean is
    Solution
    We know if a distribution having mean $$\bar{x}$$ and standard deviation $$\sigma$$
    then coefficient of variation $$=\cfrac{\sigma}{\bar{x}}\times 100$$
    $$\therefore \cfrac{20}{\bar{x}}\times 100=50\Rightarrow \bar{x} = 40$$
    Hence required mean is $$=40$$

  • Question 3
    1 / -0
    Find the median of the following data:
    $$5, 7, 9, 11, 15, 17, 2, 23$$ and $$19$$
    Solution
    Median is middle score in the ordered data.
    Here given data is $$5,7,9,11,15,17,2,23,19$$.
    Arranging them in order, we have
    $$2, 5, 7, 9, 11, 15,17,19,23$$
    Middle score is $$11$$.
    Hence, median is $$11$$.
  • Question 4
    1 / -0
    Find the mode of:
    $$7, 7, 8, 10, 10, 11, 10, 13, 14$$
    Solution
    Mode is defined as the maximum number of times an observation appears in the whole set.
    Here, by observation, we get that $$10$$ is appearing the maximum (i.e. $$3$$) times and hence this is the mode.
  • Question 5
    1 / -0
    Mean deviations of the series $$a,a+d,a+2d,...,a+2nd$$ from its mean is 
    Solution
    Clearly given observation is in A.P, and have $$2n+1$$ terms.
    $$\therefore$$ Mean $$\displaystyle =\frac{1}{2}\left \{ a+{a+2nd}\right \}=a+nd$$ 
    Use for $$x = a$$, $$|x-\bar{x}| =|a+nd-a|=nd$$ 
    $$x = a+d$$, $$|x-\bar{x}| =|a+nd-a-d|=(n-1)d$$ 
    Similarly, write till $$x=a+2nd$$, to get sum of $$\sum \left | x-\bar{x} \right |$$
    And thus mean deviation about mean $$\displaystyle =\frac{1}{2n+1}\sum \left | x-\bar{x} \right |$$ $$\displaystyle =\frac{2}{2n+1}.d\left ( 1+2+3\cdots +n \right )$$ $$\displaystyle =\frac{n\left ( n+1 \right )d}{(2n+1)}$$
  • Question 6
    1 / -0
    The A.M. of the first ten odd numbers is
    Solution
    First ten odd numbers are $$1, 3, 5, 7, 9, 11, 13, 15, 17, 19$$ respectively.
    $$A.M. (\overline {x}) = \dfrac{\text {sum of all the terms}}{\text {total number of terms}}$$
     
    $$A.M. \left(\overline { x } \right) = \displaystyle\frac{1 + 3 + 5 + 7 + 9 + 11 + 13 + 15 + 17 + 19}{10}$$
                       
                       $$= \displaystyle\frac{100}{10}$$
                             
                       $$=10$$

    $$\therefore$$ the $$A.M$$ of first ten odd numbers is $$10$$ 
  • Question 7
    1 / -0
    The mean of a distribution is 4. If its coefficient of variation is 58%. Then the S.D. of the distribution is
    Solution
    Given,  mean $$\bar{x} = 4,$$ and coefficient of variation $$=58$$ %
    If S.D of the given distribution is $$\sigma$$ then we know that,
    Coefficient of variation $$=\cfrac{\sigma}{\bar{x}}\times 100$$ %
    $$\Rightarrow 58 = \cfrac{\sigma}{4}\times 100\Rightarrow \sigma = \cfrac{58\times 4}{100}=2.32$$
  • Question 8
    1 / -0
    The sum of the squares of deviation of 10 observations from their mean 50 is 250, then coefficient of varition is
    Solution
    Given $$\displaystyle \Sigma \left ( x_{i}-\overline{x} \right )^{2}=250$$,$$n=10,\overline{x}=50$$

    Now, $$\sigma=\sqrt{\dfrac{1}{n}\Sigma \left ( x_{i}-\overline{x} \right )^{2}}$$

    $$= \sqrt{\dfrac{1}{10}\times 250}=5$$ 
    Hence coefficient of variation $$\displaystyle =\dfrac{\sigma }{\overline{x}}\times 100=\dfrac{5}{50}\times 100=10$$%
  • Question 9
    1 / -0
    The coefficient of mean deviation from median of observations 40, 62, 54, 90, 68, 76 is
    Solution
    Arranging the given data in ascending order
    40,54,62,68,76,90
    Here, $$n=6 (even)$$
    $$M= \dfrac{\text{value of }3^{rd}\text{observation}+\text{value of }4^{th}\text{observation}}{2}$$
    Median $$M=\dfrac{62+68}{2}=65$$

    Mean deviation about median $$M.D=\dfrac{|40-65|+|54-65|+|62-65|+|68-65|+|76-65|+|90-65|}{65}$$

    $$=\dfrac{25+11+3+3+11+25}{65}=1.2$$
  • Question 10
    1 / -0
    Mean deviation of the observations 70, 42, 63,34, 44, 54, 55, 46, 38, 48 from median is
    Solution
    Arranging the given data in ascending order-
    $$34, 38, 42, 44, 46, 48, 54, 55, 63, 70$$
    $$\because n = 10$$
    Therefore,
    Median $$\left( M \right) = \cfrac{{\left( \cfrac{n}{2} \right)}^{th} \text{ term } + {\left( \cfrac{n}{2} + 1 \right)}^{th} \text{ term}}{2}$$
    $$\Rightarrow M = \cfrac{46 + 48}{2} = 47$$
    Therefore,
    $${x}_{i}$$$$\left| {x}_{i} - M \right|$$ 
    $$34$$ 13 
    $$38$$
    $$42$$ 
    $$44$$ 
    $$46$$ 
    $$48$$ 
    $$54$$ 
    $$55$$ 
    $$63$$ 16 
    $$70$$ 23 

    $$\sum{\left| {x}_{i} - M \right|} = 86$$
    Therefore,
    Mean deviation $$= \cfrac{\sum{\left| {x}_{i} - M \right|}}{n} \\ = \cfrac{86}{10} = 8.6$$
    Hence the mean deviation of the observations is $$8.6$$.
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