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Question: For the ungrouped data set {2, 5, 8, 11}, the mean deviation about the median is:...

For the ungrouped data set {2, 5, 8, 11}, the mean deviation about the median is:

A

4.5

B

3

C

4

D

2.5

Answer

3

Explanation

Solution

To find the mean deviation about the median for the given ungrouped data set {2, 5, 8, 11}, follow these steps:

  1. Arrange the data in ascending order:
    The given data is already in ascending order: {2, 5, 8, 11}.

  2. Find the median (M):
    The number of observations (n) is 4, which is an even number.
    For an even number of observations, the median is the average of the (n2)th(\frac{n}{2})^{th} and (n2+1)th(\frac{n}{2} + 1)^{th} observations.
    Here, n/2=4/2=2n/2 = 4/2 = 2. So, we need the 2nd and 3rd observations.
    The 2nd observation is 5.
    The 3rd observation is 8.
    Median (M) = 5+82=132=6.5\frac{5 + 8}{2} = \frac{13}{2} = 6.5.

  3. Calculate the absolute deviations from the median: xiM|x_i - M| for each data point xix_i.

    • For x1=2x_1 = 2: 26.5=4.5=4.5|2 - 6.5| = |-4.5| = 4.5
    • For x2=5x_2 = 5: 56.5=1.5=1.5|5 - 6.5| = |-1.5| = 1.5
    • For x3=8x_3 = 8: 86.5=1.5=1.5|8 - 6.5| = |1.5| = 1.5
    • For x4=11x_4 = 11: 116.5=4.5=4.5|11 - 6.5| = |4.5| = 4.5
  4. Sum the absolute deviations: xiM\sum |x_i - M|
    Sum = 4.5+1.5+1.5+4.5=124.5 + 1.5 + 1.5 + 4.5 = 12

  5. Calculate the mean deviation about the median: M.D.(M) = xiMn\frac{\sum |x_i - M|}{n}
    M.D.(M) = 124=3\frac{12}{4} = 3

The mean deviation about the median is 3.