Last data update: 2014.03.03
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GPLTR
Package: GPLTR
Type: Package
Title: Generalized Partially Linear Tree-Based Regression Model
Version: 1.2
Date: 2015-06-16
Author: Cyprien Mbogning <cyprien.mbogning@inserm.fr> and Wilson Toussile
Maintainer: Cyprien Mbogning <cyprien.mbogning@gmail.com>
Description: Combining a generalized linear model with an additional tree part
on the same scale. A four-step procedure is proposed to fit the model and test
the joint effect of the selected tree part while adjusting on confounding factors.
We also proposed an ensemble procedure based on the bagging to improve prediction
accuracy and computed several scores of importance for variable selection.
License: GPL (>= 2.0)
LazyLoad: yes
Depends: rpart , parallel
Packaged: 2015-06-18 14:09:08 UTC; elodie
NeedsCompilation: no
Repository: CRAN
Date/Publication: 2015-06-18 18:00:14
Install log
* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'GPLTR' ...
** package 'GPLTR' successfully unpacked and MD5 sums checked
** R
** data
** inst
** preparing package for lazy loading
** help
*** installing help indices
converting help for package 'GPLTR'
finding HTML links ... done
GPLTR-package html
VIMPBAG html
bag.aucoob html
bagging.pltr html
best.tree.BIC.AIC html
best.tree.CV html
best.tree.bootstrap html
best.tree.permute html
burn html
data_pltr html
nested.trees html
p.val.tree html
pltr.glm html
predict_bagg.pltr html
predict_pltr html
tree2glm html
tree2indicators html
** building package indices
** installing vignettes
** testing if installed package can be loaded
* DONE (GPLTR)
Making 'packages.html' ... done
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