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PSM · Biostatistics
Sample itemWhich central measure is least influenced by extreme outliers?
Original practice item, not a recalled exam question. Nothing here is recorded.
The answer and the reasoning
B. Median
The median depends on rank order rather than the magnitude of extreme values, making it more robust than the mean for skewed distributions.
Option by option
A. Mean
Mean can be pulled strongly by extreme values.
B. Median (correct)
Correct: median is robust to extreme outliers.
C. Range
Range is defined by extreme values.
D. Variance
Variance measures spread and is also outlier sensitive.
Source note: Original NextPrep sample item — pending expert review. This item is original practice material awaiting independent expert review, so confirm important facts in a standard textbook.
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