Linear regression based on a recursive structural equation model (explicit multiples correlations) found by a M.C.M.C. algorithm. It permits to face highly correlated variables. Variable selection is included (by lasso, elastic net, etc.). It also provides some graphical tools for basic statistics.
Version: | 1.2.1 |
Depends: | R (≥ 3.0) |
Imports: | Rcpp (≥ 0.11.0), lars (≥ 1.2), Rmixmod (≥ 2.0.1), elasticnet (≥ 1.1), corrplot (≥ 0.73), Matrix (≥ 1.1), rpart (≥ 4.1-5), glmnet (≥ 2.0-2), MASS (≥ 7.3-30), mvtnorm (≥ 0.9), mclust (≥ 4.2), methods, graphics, grDevices, utils, stats |
LinkingTo: | Rcpp, RcppEigen |
Suggests: | clere (≥ 1.1.2), spikeslab (≥ 1.1.5), parcor (≥ 0.2), missMDA (≥ 1.7.3), tuneR, knitr, rmarkdown |
Published: | 2017-05-03 |
Author: | Clement THERY [aut, cre], Christophe BIERNACKI [ctb], Gaetan LORIDANT [ctb], Florian WATRIN [ctb], Quentin GRIMONPREZ [ctb], Vincent KUBICKI [ctb], Samuel BLANCK [ctb], Jeremie KELLNER [ctb] |
Maintainer: | Clement THERY <corregeous at correg.org> |
License: | CeCILL |
Copyright: | ArcelorMittal |
URL: | http://www.correg.org |
NeedsCompilation: | yes |
Citation: | CorReg citation info |
Materials: | NEWS |
CRAN checks: | CorReg results |
Reference manual: | CorReg.pdf |
Vignettes: |
How to take advantage of CorReg ? |
Package source: | CorReg_1.2.1.tar.gz |
Windows binaries: | r-devel: CorReg_1.2.1.zip, r-release: CorReg_1.2.1.zip, r-oldrel: CorReg_1.2.1.zip |
OS X El Capitan binaries: | r-release: CorReg_1.2.1.tgz |
OS X Mavericks binaries: | r-oldrel: CorReg_1.2.1.tgz |
Old sources: | CorReg archive |
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