Robust Linear Regression with Compositional Data as Covariates

Provides functionality to perform robust regression on compositional data. To get information on the distribution of the estimates, various bootstrapping methods are implemented for the compositional as well as for standard robust regression models, to provide a direct comparison between them.


Reference manual

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0.6.1 by David Kepplinger, 3 years ago

Browse source code at

Authors: David Kepplinger <[email protected]com>

Documentation:   PDF Manual  

Task views: Robust Statistical Methods

GPL (>= 2) license

Imports robustbase, ggplot2, boot, parallel, scales

See at CRAN