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Question: For the data set (10, 20, 30, 40, 50), what is the mean deviation about the median?...

For the data set (10, 20, 30, 40, 50), what is the mean deviation about the median?

A

12

B

10

C

15

D

20

Answer

12

Explanation

Solution

To find the mean deviation about the median for the given data set (10, 20, 30, 40, 50), follow these steps:

  1. Arrange the data in ascending order:
    The given data is already in ascending order: {10, 20, 30, 40, 50}.

  2. Find the median (M):
    The number of observations (n) is 5, which is an odd number.
    For an odd number of observations, the median is the (n+12)th(\frac{n+1}{2})^{th} observation.
    Here, n=5n = 5, so the median is the (5+12)th=3rd(\frac{5+1}{2})^{th} = 3^{rd} observation.
    The 3rd observation in the ordered data set is 30.
    Therefore, Median (M) = 30.

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

    • For x1=10x_1 = 10: 1030=20=20|10 - 30| = |-20| = 20
    • For x2=20x_2 = 20: 2030=10=10|20 - 30| = |-10| = 10
    • For x3=30x_3 = 30: 3030=0=0|30 - 30| = |0| = 0
    • For x4=40x_4 = 40: 4030=10=10|40 - 30| = |10| = 10
    • For x5=50x_5 = 50: 5030=20=20|50 - 30| = |20| = 20
  4. Sum the absolute deviations: xiM\sum |x_i - M|
    Sum = 20+10+0+10+20=6020 + 10 + 0 + 10 + 20 = 60

  5. Calculate the mean deviation about the median: M.D.(M) = xiMn\frac{\sum |x_i - M|}{n}
    M.D.(M) = 605=12\frac{60}{5} = 12

The mean deviation about the median is 12.