Suite of Deterministic and Robust Algorithms for Linear Regression

DetLTS, DetMM (and DetS) Algorithms for Deterministic, Robust Linear Regression.


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install.packages("DetR")

0.0.5 by Kaveh Vakili, 9 months ago


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


Authors: Kaveh Vakili [aut, cre] , Valentin Todorov [ctb] (modified code originally from the R package robustbase: function ltscheckout , LTScnp2 and LTScnp2.rew and from robustbase:::.detmcd()) , Peter Filzmoser [ctb] (translations of the code for computing the Qn found in package pcaPP) , Heinrich Fritz [ctb] (translations of the code for computing the Qn found in package pcaPP) , Klaudius Kalcher [ctb] (translations of the code for computing the Qn found in package pcaPP) , Kjell Konis [ctb] (translations of the code scaleTau2 found in package robustbase) , Martin Maechler [ctb] (translations of the code scaleTau2 found in package robustbase) , Matias Salibian-Barrera [ctb] (modified code for the FastS from the authors's website) , Peter Rousseeuw [ctb] (modified code originally from the R package robustbase: function ltscheckout , LTScnp2 and LTScnp2.rew and from robustbase:::.detmcd()) , Katrien van Driessen [ctb] (modified code originally from the R package robustbase: function ltscheckout , LTScnp2 and LTScnp2.rew and from robustbase:::.detmcd())


Documentation:   PDF Manual  


GPL (>= 2) license


Imports robustbase, MASS, pcaPP

Suggests mvtnorm

Linking to Rcpp, RcppEigen

System requirements: C++11


See at CRAN