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Geometric Coefficient of Variation


The geometric coefficient of variation is a dimensionless measure of relative statistical dispersion for positive data (Kirkwood 1979). If s is the standard deviation of the natural logarithms of the observations, it is defined by

 GCV=sqrt(e^(s^2)-1).

It is multiplied by 100 when expressed as a percent.

For a log normal distribution, this quantity equals the ordinary variation coefficient. Unlike the arithmetic variation coefficient, it is naturally associated with multiplicative variation and depends only on the spread of the logarithms, not their mean.


See also

Geometric Mean, Logarithm, Log Normal Distribution, Standard Deviation, Statistical Dispersion, Variation Coefficient

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References

Kirkwood, T. B. L. "Geometric Means and Measures of Dispersion." Biometrics 35, 908-909, 1979. https://doi.org/10.2307/2530114.

Cite this as:

Weisstein, Eric W. "Geometric Coefficient of Variation." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/GeometricCoefficientofVariation.html

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