DetR: Suite of Deterministic and Robust Algorithms for Linear Regression

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

Author
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())
Date of publication
2016-02-23 10:12:20
Maintainer
Kaveh Vakili <vakili.kaveh.email@gmail.com>
License
GPL (>= 2)
Version
0.0.4

View on CRAN

Man pages

chis2009
CHIS 2009 Adult Health Survey Data
DetLTS
Robust and Deterministic Linear Regression via DetLTS
DetMM
Robust and Deterministic Linear Regression via DetMM
DetR-package
Deterministic and Robust Algorithms for Regression.
inQn
Test function for the qn
inUMCD
Test function for unimcd
OGKCStep
Robust and Deterministic Linear Regression via OGKCStep
quanf
Converts alpha values to h-values
test_function
Test functions for DetR

Files in this package

DetR
DetR/src
DetR/src/Makevars
DetR/src/DetR_2.cpp
DetR/src/ext_cstep.cpp
DetR/src/DetR.cpp
DetR/src/DetR_3.cpp
DetR/src/unimcd.cpp
DetR/src/Makevars.win
DetR/NAMESPACE
DetR/data
DetR/data/chis2009.txt.gz
DetR/R
DetR/R/UT_fun.R
DetR/R/OGKCStep.R
DetR/R/DetLTS.R
DetR/R/DetMM.R
DetR/R/DetMCDLTS.R
DetR/R/auxyl_F.R
DetR/MD5
DetR/DESCRIPTION
DetR/man
DetR/man/quanf.Rd
DetR/man/DetMM.Rd
DetR/man/test_function.Rd
DetR/man/DetR-package.Rd
DetR/man/inUMCD.Rd
DetR/man/chis2009.Rd
DetR/man/DetLTS.Rd
DetR/man/inQn.Rd
DetR/man/OGKCStep.Rd