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Linear regression based on a recursive structural equation model (explicit multiples correlations) found by a M.C.M.C.(Markov Chain Monte Carlo) 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. For more information about the method, read the PhD thesis of Clement Thery (2015) in the link below.
Package details 


Author  Clement Thery [aut, cre], Christophe Biernacki [ths], Gaetan Loridant [ths], Florian Watrin [ctb], Quentin Grimonprez [ctb], Vincent Kubicki [ctb], Samuel Blanck [ctb], Jeremie Kellner [ctb] 
Maintainer  Clement Thery <[email protected]> 
License  CeCILL 
Version  1.2.17 
URL  http://www.correg.org http://www.theses.fr/2015LIL10060 
Package repository  View on CRAN 
Installation 
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