Asked by richecardine orius on May 06, 2024
Verified
Which of the following can be used to measure the shape of a distribution?
A) mean
B) mode
C) kurtosis
D) median
Distribution
The way in which values in a dataset are spread or dispersed across the range of data points.
Kurtosis
The quality of a distribution that defines how flat or peaked it is.
- Understand and compute the measures of shape for a distribution, including kurtosis.
Verified Answer
KL
Kelsey LamerMay 11, 2024
Final Answer :
C
Explanation :
Kurtosis is a measure of the peakedness and thickness of the tails of a distribution. A high kurtosis value indicates a more peaked distribution, while a low kurtosis value indicates a flatter distribution. Therefore, kurtosis is the best choice for measuring the shape of a distribution. Mean, median, and mode are measures of central tendency and do not provide information about the shape of a distribution.
Learning Objectives
- Understand and compute the measures of shape for a distribution, including kurtosis.