To solve the problem, we need to understand the relationships between mode, median, and mean in a dataset. Given that the difference between the mode and median is 24, we can express this mathematically as:
Mathematical Relationships
Let:
- Mode = M
- Median = Med
- Mean = Mean
From the information provided:
M - Med = 24
This implies:
M = Med + 24
Finding the Difference Between Median and Mean
In many datasets, especially when they are skewed, the following relationship often holds:
Mean - Med = k, where k is a constant that can vary based on the skewness of the data.
Using the relationship between mode, median, and mean, we can derive:
Med - Mean = (M - Med) - k
Substituting the known difference:
Med - Mean = 24 - k
Evaluating the Options
Now, we need to evaluate the provided options:
- (a) 12
- (b) 24
- (c) 8
- (d) 36
To find the correct answer, we can assume a common scenario where the data is moderately skewed, leading to a typical value for k. If we assume k = 12, then:
Med - Mean = 24 - 12 = 12
Thus, the difference between the median and mean is:
12
Final Answer
The correct choice is (a) 12.