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Coefficient of variation: What is the possible range of values for the coefficient of variation?

a) Non-negative values
b) 0% and 100%
c) Unlimited values
d) -1 and 1

User CHS
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1 Answer

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Final answer:

The coefficient of variation can range from 0 to an undefined upper limit, thus the possible range of values for the coefficient of variation is non-negative. It is calculated as the ratio of the standard deviation to the mean and expressed as a percentage.

Step-by-step explanation:

The coefficient of variation is defined as the ratio of the standard deviation to the mean, expressed as a percentage. The standard deviation is a measure of the amount of variation or dispersion in a set of values. A low standard deviation means that the values tend to be close to the mean, while a high standard deviation means that the values are spread out over a wider range.

Since the standard deviation can only be zero or a positive number (it cannot be negative), and the mean is also a positive number for the coefficient of variation to be meaningful, the possible range of values for the coefficient of variation is from 0 to infinity. Therefore, the correct answer to the question is that the coefficient of variation can have non-negative values.

The correlation coefficient, a different statistical measure, will always be between -1 and 1.

User Darc Nawg
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