Question

Explain how the shape of a distribution determines the appropriate measure of center.(1 point)

Responses

More information is needed to determine how the data of distribution determines the appropriate measure of center.
More information is needed to determine how the data of distribution determines the appropriate measure of center.

The shape does not matter when determining the appropriate measure of center.
The shape does not matter when determining the appropriate measure of center.

Symmetrical data means that the mean is the best measure of center.
Symmetrical data means that the mean is the best measure of center.

Skewed data means that the mean is the best measure of center.

Answer 1

[AI-generated answer — Bot GPT 3.5]

Skewed data may indicate that the mean is not the best measure of center, and instead, the median may be a more appropriate measure of central tendency. In cases where the data is skewed, the mean can be influenced by extreme values, while the median is resistant to outliers and better represents the center of the distribution.