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Statistics Test - 11

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Statistics Test - 11
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  • Question 1
    1 / -0
    The variance of first $$ 50$$ even natural numbers is
    Solution
    $${\textbf{Step-1: Use mean formula and find the mean.}}$$
                     $$\Rightarrow \sigma^2 = \dfrac{1}{n} \sum x_i^2 - \bar{(x)}^2$$
     
                     $$\Rightarrow n = 50, \sum x_i = 2 +4+6+8+...+100$$
                     $${\text{We know that,}}$$
                     $$\Rightarrow \bar {x} = \dfrac{\sum x_i}{n}$$

                     $$\Rightarrow \bar {x} = \dfrac{2 +4+6+8+...+100}{50}$$

                     $$\Rightarrow \bar {x} = \dfrac{50 \times 51}{50}$$ $$[\because \sum 2n = n(n+1)]$$

                     $$\Rightarrow \bar {x} = 51$$
    $${\textbf{Step-2: Put the values in variance formula.}}$$
                     $$\Rightarrow \sigma^2 = \dfrac{1}{n} \sum x_i^2 - \bar{(x)}^2$$
                     $$= \dfrac{1}{50} (2^2 +4^2+6^2+8^2+...+100^2) - {(51)}^2$$
                     $$= \dfrac{1}{50} [({2.1})^2 +({2.2})^2+({2.3})^2+({2.4})^2+...+({2.50})^2] - {(51)}^2$$
                     $$= \dfrac{1}{50} 2^2[({1})^2 +({2})^2+({3})^2+({4})^2+...+({50})^2] - {(51)}^2 ...(1)$$
                     $${\text{But,}}$$
                     $$\Rightarrow ({1})^2 +({2})^2+({3})^2+({4})^2+...+({n})^2 = \dfrac{n(n+1)(2n+1)}{6}$$
                     $$\Rightarrow ({1})^2 +({2})^2+({3})^2+({4})^2+...+({50})^2 = \dfrac{50(50+1)(2 \times 50+1)}{6}$$
                    $$\Rightarrow ({1})^2 +({2})^2+({3})^2+({4})^2+...+({50})^2 = \dfrac{50(51)(101)}{6}$$
                     $${\text{Equation (1) become,}}$$
                     $$= \dfrac{1}{50} 2^2[\dfrac{50(51)(101)}{6}] - {(51)}^2$$
                     $$= 34 \times 101 -2601$$
                     $$ = 3434-2601$$
                     $$=833$$
    $${\textbf{Thus, option B is correct.}}$$
  • Question 2
    1 / -0
    The mean of $$x, y, z$$ is $$y$$, then $$x+z =$$
    Solution
    The question tells us that the mean of $$x, y$$ and $$z$$ is $$y$$. 

    i.e. $$ \dfrac {x+y+z}{3} =y $$

    i.e. $$x+z=3y-y$$

    $$\rightarrow x+z=2y$$
  • Question 3
    1 / -0
    Value of the middle-most observation(s) is called:
    Solution
    To find the Median, place the numbers in value order and find the middle number
    If there are two middle numbers, take the mean of the two numbers and this will be the median of the data set.
    The middle most observation of a data series is called the median of the series.
  • Question 4
    1 / -0
    The ________ is the difference between the greatest and the least value of the variate.
    Solution
    $$Range$$ $$as$$ $$the$$ $$name$$ $$indicates$$ $$gives$$ $$us$$ $$all$$ $$the$$ $$area$$ $$available$$ $$under$$ $$light$$ $$and$$ $$hence$$ $$statement$$ $$is$$ $$true.$$
  • Question 5
    1 / -0
    The modal value is the value of the variate which divides the total frequency into two equal parts.
    Solution
    False. Modal value is the value which occurs maximum number of times in the data.
  • Question 6
    1 / -0
    Median divides the total frequency into _____ equal parts.
    Solution
    The median of the data series is the middle term or the mean of the two middle terms.
    Hence, it divides the data series or the frequency of terms into two equal halves.
  • Question 7
    1 / -0
    The difference between the maximum and the minimum obervations in data is called the ____________.
    Solution
    In arithmetic, the range of a set of data is the difference between the largest and smallest values.
    So, difference between minimum and maximum values is called range.
  • Question 8
    1 / -0
    The variance is the _______ of the standard deviation.
    Solution
    Standard Deviation:

    The Standard Deviation is a measure of how spread out numbers are.

    Its symbol is  (the greek letter sigma)

    The formula is easy: it is the square root of the Variance. So now you ask, "What is the Variance?"

    Variance:

    The Variance is defined as: The average of the squared differences from the Mean.

  • Question 9
    1 / -0
    State true or false:
    The mode is the most frequently occurring observation.
    Solution
    The observation occurring the most number of times or which has highest frequency is called the mode.
    Thus, the given statement is true.
  • Question 10
    1 / -0
    Median of $$15, 28, 72, 56, 44, 32, 31, 43\ and\ 51\ is\ 43.$$
    Solution
    The terms are: 15, 28, 72, 56, 44, 32, 31, 43 and 51.
    Arranging them in ascending order: 15, 28, 31, 32, 43, 44, 51, 56, 72

    Since the total number of terms is odd that is 9, therefore the median will be the middle term that is the 5th term which is 43.
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