Try it on paper first. A hint, the key idea and the worked solution are here when you need them.
The scores of a large group in an aptitude test have a first quartile of , a median of and a third quartile of . The lowest score is and the highest is . The test organiser converts every score to a new score so that the range suits a new report. She worries that the conversion might change which scores count as outliers. She decides to check this by finding the quartiles and the fences before and after the conversion. Find the interquartile range and the upper fence of the original scores. Then find the new third quartile and the new upper fence. Decide whether the highest score is an outlier before and after.
and are the medians of the lower and the upper half. . The fences are and .
Have you tried it?
Work it out on paper first. It is fine to get stuck or make a mistake: that is how we learn. When you are ready, go through the solution one step at a time, and check each step against your own.
Step 1. Before the conversion. . The upper fence is . The highest score, , is above , so it is an outlier.
Step 2. The new quartiles. and . The new IQR is .
Step 3. The new fence. .
Step 4. The highest score after. , which is above . It is still an outlier.
Answer: , upper fence , new and new upper fence . The highest score is an outlier before and after.
Why. A conversion with keeps the order and keeps every distance in the same proportion, so the fences move with the data and an outlier stays an outlier.
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