Re: [R] Coefficient of Variance (log values) !

From: Peter Dalgaard <p.dalgaard_at_biostat.ku.dk>
Date: Thu 01 Dec 2005 - 03:38:09 EST

Sharon Anbu <sharonanandhi@gmail.com> writes:

> Hi,
>
> I am calculating coefficient of variance (CV) for my ELISA's data. For
> normal values, I use the standard formula CV = SD/Mean * 100. Now, I
> would like to calculate CV for log values. Can any one please
> suggest me, how I can do this in R?

It usually makes best sense just to quote the SD of the natural-log transformed values as a coefficient of variation (sic). The precise formula is that in the lognormal distribution,

CV = sqrt(exp(SD^2)-1)

where CV is the coefficient of X and SD is the standard deviation of log(x). If you look at

curve(sqrt(exp(x^2)-1))
abline(0,1)

you'll see that the deviation is quite small for x < 0.3 or so.

-- 
   O__  ---- Peter Dalgaard             ุster Farimagsgade 5, Entr.B
  c/ /'_ --- Dept. of Biostatistics     PO Box 2099, 1014 Cph. K
 (*) \(*) -- University of Copenhagen   Denmark          Ph:  (+45) 35327918
~~~~~~~~~~ - (p.dalgaard@biostat.ku.dk)                  FAX: (+45) 35327907

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Received on Thu Dec 01 04:28:56 2005

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