Robust Linear Regression with Compositional Data as Covariates

Robust regression methods for compositional data. The distribution of the estimates can be approximated with various bootstrap methods. These bootstrap methods are available for the compositional as well as for standard robust regression estimates. This allows for direct comparison between them.


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install.packages("complmrob")

0.6.2 by David Kepplinger, 3 months ago


https://github.com/dakep/complmrob


Browse source code at https://github.com/cran/complmrob


Authors: David Kepplinger <[email protected]>


Documentation:   PDF Manual  


Task views: Robust Statistical Methods


GPL (>= 2) license


Imports robustbase, ggplot2, boot, parallel, scales


See at CRAN