Last data update: 2014.03.03

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

1 images, 15 functions, 2 datasets
● Reverse Depends: 0

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