For a skewed distribution, which measure of central tendency is generally MOST resistant to extreme values?
A. Median
B. Arithmetic mean
C. Mode
D. Geometric mean
Answer: Option A
Solution (By JKSSB Mock Tests)
The median is the middle value when data is ordered, making it less affected by outliers or extreme values compared to the mean, which incorporates all values in its calculation.
Explanation:
Double-barreled questions (e.g., 'Do you find the product affordable and high-quality?') conflate two attributes, making responses ambiguous and uninterpretable for either dimension.
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