Practice question · Multiple choice
A student scores 85 on a test with mean 70 and SD 5, and 130 on a test with mean 100 and SD 15. Both are z = 3. Why does converting to z-scores let you compare performances on tests with nothing in common?
Hints
- What information does a z-score keep, and what does it throw away?
- 15 raw points on one test and 30 on the other. Why are those the same distance?
Show the answer
C. Because a z-score reports position relative to its own spread.
Why
A z-score asks one question — how far from this distribution's mean, in this distribution's own standard deviations — and that question can be put to any distribution. What makes the comparison possible is precisely that the units are discarded. The caution is about interpretation: a z of 3 in spelling and in the high jump are both 'unusually good for that distribution', and nothing more.
Practise The Normal Curve and Z-Scores
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