Q1.
Find the mean and median in Poovizhi's data without the outlier value 118. What change do you notice?
Answer
Without the outlier the mean jumps by more than 10 cm, while the median barely moves.
Remaining heights: 165, 170, 173, 175
Sum = 165 + 170 + 173 + 175 = 683 cm, 4 values
New mean = 683 ÷ 4 = 170.75 cm
Sorted: 165, 170, 173, 175 (even count)
New median = (170 + 173) ÷ 2 = 171.5 cm
Sum = 165 + 170 + 173 + 175 = 683 cm, 4 values
New mean = 683 ÷ 4 = 170.75 cm
Sorted: 165, 170, 173, 175 (even count)
New median = (170 + 173) ÷ 2 = 171.5 cm
| With 118 cm | Without 118 cm | Change | |
|---|---|---|---|
| Mean | 160.2 cm | 170.75 cm | +10.55 cm |
| Median | 170 cm | 171.5 cm | +1.5 cm |
Why it happens: removing 118 takes a very small number out of the sum, so the mean shoots up. The median only shifts by one position in the sorted list, so it hardly changes. This is the clearest possible demonstration that the median resists outliers and the mean does not.
Tip: notice that the new mean (170.75) and the new median (171.5) are now close together — the sign of data with no outlier left in it.