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if a new data point at 12 is added to the graph, which will be true? - …

Question

if a new data point at 12 is added to the graph, which will be true?

  • the median will increase, and the mean will stay the same.
  • the mean will increase more than the median, but both will increase.
  • the median will increase more than the mean, but both will increase.
  • the mean will increase, and the median will stay the same.

Explanation:

List the original data points

The dot plot shows the following data values:

  • One dot at 1
  • Three dots at 2
  • One dot at 3
  • Three dots at 4
  • One dot at 5

The dataset is:

$$ \{1, 2, 2, 2, 3, 4, 4, 4, 5\} $$

The number of data points is \(n = 9\).

Calculate initial mean and median

The sum of the data is:

$$ 1 + 2\times3 + 3 + 4\times3 + 5 = 1 + 6 + 3 + 12 + 5 = 27 $$

The initial mean is:

$$ \mu_{\text{initial}} = \frac{27}{9} = 3 $$

Since \(n = 9\) is odd, the median is the 5th value in the ordered list:

$$ \text{Median}_{\text{initial}} = 3 $$

Calculate new mean and median with the outlier

Adding a new data point at 12, the new dataset is:

$$ \{1, 2, 2, 2, 3, 4, 4, 4, 5, 12\} $$

The new number of data points is \(n = 10\).
The new sum is:

$$ 27 + 12 = 39 $$

The new mean is:

$$ \mu_{\text{new}} = \frac{39}{10} = 3.9 $$

Since \(n = 10\) is even, the median is the average of the 5th and 6th values (3 and 4):

$$ \text{Median}_{\text{new}} = \frac{3 + 4}{2} = 3.5 $$

Compare the changes

  • The mean increased from 3 to 3.9 (an increase of 0.9).
  • The median increased from 3 to 3.5 (an increase of 0.5).
  • Both measures increased, but the mean increased more than the median because 12 is an extreme outlier.

Answer:

  • The median will increase, and the mean will stay the same.
  • The mean will increase more than the median, but both will increase. (Correct answer)
  • The median will increase more than the mean, but both will increase.
  • The mean will increase, and the median will stay the same.