Question

Difficulty: MediumData Distributions and Measures

A group of 1515 students recorded the number of books they read over the summer. The table below shows the distribution of the number of books read.

Number of booksNumber of students
1111
2233
3355
4455
181811

If the student who read 1818 books is removed from the dataset, which of the following statements best describes the effect on the mean and the median of the dataset?

  1. The mean decreases by 11, and the median remains the same.Answer
  2. B
    The mean remains the same, and the median decreases by 11.
  3. C
    Both the mean and the median decrease by 11.
  4. D
    Both the mean and the median remain the same.

Answer

The mean decreases by 11, and the median remains the same.
The correct answer states that the mean decreases by 11 and the median remains the same. Removing the outlier of 1818 reduces the sum from 6060 to 4242 and the number of terms from 1515 to 1414, resulting in a new mean of 33 (down from 44). The median is determined by the middle values of the dataset; both the 8th8\text{th} value of the 1515-element set and the average of the 7th7\text{th} and 8th8\text{th} values of the 1414-element set are 33, meaning the median does not change.

Step-by-Step Solution

1
Calculate the mean of the original dataset containing 1515 students.
The sum of the books read is (1×1)+(2×3)+(3×5)+(4×5)+(18×1)=1+6+15+20+18=60(1 \times 1) + (2 \times 3) + (3 \times 5) + (4 \times 5) + (18 \times 1) = 1 + 6 + 15 + 20 + 18 = 60. The mean is 6015=4\frac{60}{15} = 4.
To find the initial baseline mean before the outlier is removed.
2
Find the median of the original dataset.
With 1515 data points, the median is the 8th8\text{th} value when ordered. Counting from the smallest value, the first value is 11, the next 33 values are 22, and the next 55 values are 33 (covering the 5th5\text{th} through 9th9\text{th} positions). Thus, the 8th8\text{th} value is 33, so the median is 33.
To find the initial baseline median before the outlier is removed.
3
Calculate the new mean after removing the student who read 1818 books.
The new number of students is 1414. The new sum of books read is 6018=4260 - 18 = 42. The new mean is 4214=3\frac{42}{14} = 3. The mean decreased by 43=14 - 3 = 1.
To determine the change in the mean.
4
Find the new median after removing the student who read 1818 books.
With 1414 data points, the median is the average of the 7th7\text{th} and 8th8\text{th} values. Both the 7th7\text{th} and 8th8\text{th} values are in the group of 33 s (covering the 5th5\text{th} through 9th9\text{th} positions). Therefore, the new median is 3+32=3\frac{3 + 3}{2} = 3, meaning the median remains the same.
To determine the change in the median.

Key Concept

Understanding how outliers affect measures of center, specifically the mean (which is sensitive to outliers) and the median (which is resistant to outliers).
Rate this question