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.


Reference manual

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0.7.0 by David Kepplinger, 2 years ago

Browse source code at

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