Re: Comparing two variation coefficients
- From: Jack Tomsky <jtomsky@xxxxxxxxxxxxx>
- Date: Mon, 29 May 2006 16:16:24 EDT
Dear All,
What test (possibly non -parametric) can be used to
test
the differences between two variation coefficient
(std dev / mean) ?
Thanks
Fredo
If the two distributions are normal, then the sample CVs (coefficients of variation) are nearly inversely proportional to noncentral t's. This is provided that the Prob(xbar < 0) are negligible.
The problem then reduces to the ratio of the noncentrality parameters being proportional to the ratio of the square-root of the sample sizes.
Most approximations to the noncentral t approximate s by a normal distribution, so that xbar + Ks is approximately normal. This requires that the sample sizes be of at least moderate size.
From that point on, you can come up with an approximate test for the equality of two CVs.
Jack
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