General Studies · Skewness and Measures of Central Tendency
In a distribution characterized by Positive Skewness, which of the following statements correctly describes the shape of the tail and the relationship between the measures of central tendency?
Verified Solution4 OptionsUpdated: October 2026👁️1 View
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- 1The tail extends equally on both sides but is heavier, leading to the median being significantly greater than the mean.
- 2The distribution is perfectly symmetrical with no extended tail, meaning the mean, median, and mode are exactly equal.
- 3The tail extends further to the right-hand side, typically resulting in the mean being greater than the median and the mode.✓
- 4The tail extends further to the left-hand side, resulting in the mean being strictly less than the median and the mode.
Correct answer
The tail extends further to the right-hand side, typically resulting in the mean being greater than the median and the mode.
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