CV (Coefficient of Variation) Formula:
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The Coefficient of Variation (CV) is a standardized measure of dispersion of a probability distribution or frequency distribution. It is often expressed as a percentage and is defined as the ratio of the standard deviation to the mean.
The calculator uses the CV formula:
Where:
Explanation: The CV shows the extent of variability in relation to the mean of the population. It's useful for comparing the degree of variation between different datasets.
Details: CV is particularly useful when comparing variability between datasets with different units or widely different means. It's commonly used in fields like analytical chemistry, quality control, and investment analysis.
Tips: Enter the sample standard deviation and sample mean in the same units. The mean must be greater than zero.
Q1: What is a good CV value?
A: In analytical chemistry, CV < 5% is generally considered acceptable, but this varies by field and application.
Q2: How does CV differ from standard deviation?
A: While standard deviation measures absolute variability, CV measures relative variability, making it unitless and useful for comparison.
Q3: When should I not use CV?
A: CV should not be used when the mean is close to zero or when dealing with interval scales that don't have a true zero point.
Q4: Can CV be greater than 100%?
A: Yes, when the standard deviation is larger than the mean, the CV will exceed 100%.
Q5: Is CV the same as RSD?
A: Yes, Relative Standard Deviation (RSD) is just another name for the Coefficient of Variation (CV).