clr {chemometrics} | R Documentation |
centered logratio transformation
Description
A data transformation according to the centered logratio transformation is done.
Usage
clr(X)
Arguments
X |
numeric data frame or matrix |
Details
The clr transformation is one possibility to transform compositional data to a real space. Afterwards, the transformed data can be analyzed in the usual way.
Value
Returns the transformed data matrix with the same dimension as X.
Author(s)
Peter Filzmoser <P.Filzmoser@tuwien.ac.at>
References
K. Varmuza and P. Filzmoser: Introduction to Multivariate Statistical Analysis in Chemometrics. CRC Press, Boca Raton, FL, 2009.
See Also
Examples
data(glass)
glass_clr <- clr(glass)
[Package chemometrics version 1.4.4 Index]