Median Comparison
1. **State the problem:** We have two data sets, A and B. Data set A has 21 values including one outlier 19, and data set B is data set A without the outlier 19, so it has 20 values. We want to compare the medians of data sets A and B.
2. **Recall the median definition:** The median is the middle value when data are ordered. For an odd number of values $n$, median is the value at position $\frac{n+1}{2}$. For an even number $n$, median is the average of values at positions $\frac{n}{2}$ and $\frac{n}{2}+1$.
3. **List data set A values with frequencies:**
- 0 appears 1 time
- 1 appears 3 times
- 2 appears 4 times
- 3 appears 5 times
- 4 appears 4 times
- 5 appears 3 times
- 19 appears 1 time
Total values: $1+3+4+5+4+3+1=21$
4. **Find median position for data set A:**
Since $n=21$ (odd), median position is $\frac{21+1}{2}=11$th value.
5. **Locate 11th value in ordered data set A:**
Cumulative counts:
- 0: 1 value (positions 1)
- 1: 3 values (positions 2-4)
- 2: 4 values (positions 5-8)
- 3: 5 values (positions 9-13)
The 11th value lies in the 3's group (positions 9 to 13), so median of A is 3.
6. **Create data set B by removing 19:**
Now total values $=21-1=20$ (even).
7. **Find median positions for data set B:**
Median is average of values at positions $\frac{20}{2}=10$ and $10+1=11$.
8. **Locate 10th and 11th values in data set B:**
Cumulative counts without 19:
- 0: 1 (pos 1)
- 1: 3 (pos 2-4)
- 2: 4 (pos 5-8)
- 3: 5 (pos 9-13)
Positions 10 and 11 are both in the 3's group.
9. **Calculate median of B:**
Median is average of 3 and 3, which is 3.
10. **Compare medians:**
Median of A = 3, median of B = 3, so they are equal.
**Final answer:** (B) The median of data set B is equal to the median of data set A.