Generalized Regression on Orthogonal Components

Robust multiple or multivariate linear regression, nonparametric regression on orthogonal components, classical or robust partial least squares models as described in Bilodeau, Lafaye De Micheaux and Mahdi (2015) .


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install.packages("groc")

1.0.8 by Pierre Lafaye De Micheaux, 4 months ago


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


Authors: Pierre Lafaye De Micheaux [aut, cre] , Martin Bilodeau [aut] , Jiahui Wang [cph] (covRob and related functions from orphaned package robust) , Ruben Zamar [cph] (covRob and related functions from orphaned package robust) , Alfio Marazzi [cph] (covRob and related functions from orphaned package robust) , Victor Yohai [cph] (covRob and related functions from orphaned package robust) , Matias Salibian-Barrera [cph] (covRob and related functions from orphaned package robust) , Ricardo Maronna [cph] (covRob and related functions from orphaned package robust) , Eric Zivot [cph] (covRob and related functions from orphaned package robust) , David Rocke [cph] (covRob and related functions from orphaned package robust) , Doug Martin [cph] (covRob and related functions from orphaned package robust) , Martin Maechler [cph] (covRob and related functions from orphaned package robust) , Kjell Konis [cph] (covRob and related functions from orphaned package robust)


Documentation:   PDF Manual  


GPL (>= 2) license


Imports pls, mgcv, robustbase, MASS

Depends on rrcov


See at CRAN