clr: centered logratio transformation
In chemometrics: Multivariate Statistical Analysis in Chemometrics
clr 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
alr,ilr
Examples
data(glass)
glass_clr <- clr(glass)
chemometrics documentation built on Aug. 25, 2023, 5:18 p.m.
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| clr | 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
alr,ilr
Examples
data(glass)
glass_clr <- clr(glass)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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