Bunuel
In a set of twenty numbers, 19 of the 20 numbers are between 40 and 50. Is the median greater than the mean?
(1) The standard deviation is greater than 15
(2) The 20th number is greater than 100
Kudos for a correct solution.
MAGOOSH OFFICIAL SOLUTION:For a symmetrical distribution, the mean = median, and if the median is close to symmetry, the mean and the median are close in value. When the distribution of numbers is radical asymmetrical, with one outlier or several outliers on only one side of the distribution, then the mean is pulled in the direction of the outliers. The median,
resistant to outliers, stays in the middle of the majority of numbers, but the mean is
sensitive to outliers, gets pulled in their direction. High outliers pull the mean up, and low outliers pull the mean down.
Statement #1: the standard deviation is greater than 15
This tells us that there’s large variation, suggesting that the 20th number is far away from the other 19, but far away in which direction? Much higher or much lower than the rest of the numbers? We don’t know. A high outlier would pull the mean up, and a low outlier would pull the mean down. Here, we know we have an outlier, but we don’t know its directions, so we don’t know in which direction the mean is affected. We cannot answer the question. This statement, alone and by itself, is not sufficient.
Statement #2: the 20th number is greater than 100
Now, we know that the outlier is a high outlier, much bigger than the other numbers in the set. A high outlier pulls the mean up, away from the median, so the mean is higher than the median. We can give a definitive “yes” answer to the prompt question. This statement, alone and by itself, is sufficient.
Answer = (B)