[R] Coefficient of Variance (log values) !
Peter Dalgaard
p.dalgaard at biostat.ku.dk
Wed Nov 30 17:38:09 CET 2005
Sharon Anbu <sharonanandhi at 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 Øster Farimagsgade 5, Entr.B
c/ /'_ --- Dept. of Biostatistics PO Box 2099, 1014 Cph. K
(*) \(*) -- University of Copenhagen Denmark Ph: (+45) 35327918
~~~~~~~~~~ - (p.dalgaard at biostat.ku.dk) FAX: (+45) 35327907
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