25.5 Comparing distributions and outliers — Practise
- H Group A has and . Group B has and . Find each IQR and identify the greater middle-half spread.
- H The median waiting time is 12 minutes at Clinic A and 17 minutes at Clinic B. Which clinic has the lower typical wait, using the median?
- H A data set has and . Find the lower and upper fences using .
- H The upper fence is 40. A value is 46. Does the IQR rule flag it as a possible outlier?
- H A distribution has minimum 4, maximum 50, and . Find its range and IQR.
- H For the travel times, , , and the maximum is 42. Use the upper IQR fence to check whether 42 is a possible outlier.
- H Two groups have the same median. Group A has IQR 5 and Group B has IQR 11. Which group has more variation in the middle half?
- H A distribution has and IQR 6. Find the lower fence.
- H Group X has median 30 and IQR 8. Group Y has median 25 and IQR 8. Compare their typical values and middle-half spreads.
- H To compare the spread of two distributions that include an extreme value, which measure is safer: the range or the IQR? Give a reason. Then, for , and a maximum of 50, find the IQR and decide whether 50 is an outlier.
Answers and concise solutions
1. Compare IQRs
Answer: A: IQR . B: IQR . Group B has the greater middle-half spread.
2. Compare typical waits
Answer: Clinic A has the lower median waiting time.
3. IQR fences
Answer: IQR ; lower fence , upper fence .
4. Check the upper fence
Answer: Yes. , so it is a possible outlier.
5. Range and IQR
Answer: Range ; IQR .
6. Check the travel-time maximum
Answer: IQR ; upper fence . Since , it is a possible outlier.
7. Compare middle-half variation
Answer: Group B, because its IQR is larger.
8. Lower fence
Answer: .
9. Compare two distributions
Answer: Group X has the higher median. Their IQRs are equal, so their middle-half spreads are equal.
10. Method choice: range or IQR
Answer: The IQR is safer, because it ignores extreme values that inflate the range. Here IQR and the upper fence is . Since , 50 is not an outlier.