DTRlearn

Package: DTRlearn
Type: Package
Title: Learning Algorithms for Dynamic Treatment Regimes
Version: 1.2
Date: 2015-12-27
Author: Ying Liu, Yuanjia Wang, Donglin Zeng
Maintainer: Ying Liu <yl2802@cumc.columbia.edu>
Depends: kernlab, MASS, glmnet, ggplot2
Description: Dynamic treatment regimens (DTRs) are sequential decision rules tailored at each stage by time-varying subject-specific features and intermediate outcomes observed in previous stages. This package implements three methods: O-learning (Zhao et. al. 2012,2014), Q-learning (Murphy et. al. 2007; Zhao et.al. 2009) and P-learning (Liu et. al. 2014, 2015) to estimate the optimal DTRs.
License: GPL-2
Packaged: 2015-12-27 20:57:42 UTC; summer
NeedsCompilation: no
Repository: CRAN
Date/Publication: 2015-12-28 00:06:00

Install log

* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'DTRlearn' ...
** package 'DTRlearn' successfully unpacked and MD5 sums checked
** R
** preparing package for lazy loading
** help
*** installing help indices
  converting help for package 'DTRlearn'
    finding HTML links ... done
    DTRlearn-package                        html  
    Olearning                               html  
    Olearning_Single                        html  
    finding level-2 HTML links ... done

    Plearning                               html  
    Qlearning                               html  
    Qlearning_Single                        html  
    make_2classification                    html  
    make_classification                     html  
    plot.linearcl                           html  
    plot.qlearn                             html  
    predict.linearcl                        html  
    predict.qlearn                          html  
    predict.rbfcl                           html  
    wsvm                                    html  
Rd warning: /tmp/RtmpxF1tYF/R.INSTALL3f661543d82b/DTRlearn/man/wsvm.Rd:24: missing file link 'rbfdot'
** building package indices
** testing if installed package can be loaded
* DONE (DTRlearn)
Making 'packages.html' ... done