HydeNet

Package: HydeNet
Type: Package
Title: Hybrid Bayesian Networks Using R and JAGS
Version: 0.10.3
Date: 2015-01-18
Author: Jarrod E. Dalton <daltonj@ccf.org> and Benjamin Nutter <benjamin.nutter@gmail.com>
Maintainer: Benjamin Nutter <benjamin.nutter@gmail.com>
Description: Facilities for easy implementation of hybrid Bayesian networks
using R. Bayesian networks are directed acyclic graphs representing joint
probability distributions, where each node represents a random variable and
each edge represents conditionality. The full joint distribution is
therefore factorized as a product of conditional densities, where each node
is assumed to be independent of its non-descendents given information on its
parent nodes. Since exact, closed-form algorithms are computationally
burdensome for inference within hybrid networks that contain a combination
of continuous and discrete nodes, particle-based approximation techniques
like Markov Chain Monte Carlo are popular. We provide a user-friendly
interface to constructing these networks and running inference using the 'rjags' package.
Econometric analyses (maximum expected utility under competing policies,
value of information) involving decision and utility nodes are also
supported.
License: MIT + file LICENSE
Depends: R (>= 3.0.0), nnet, rjags
Imports: ArgumentCheck, DiagrammeR (>= 0.8), plyr, dplyr, graph,
gRbase, magrittr, pixiedust (>= 0.6.1), stats, stringr, utils
Suggests: knitr, survival, testthat
VignetteBuilder: knitr
SystemRequirements: JAGS (http://mcmc-jags.sourceforge.net)
LazyLoad: yes
LazyData: true
URL: https://github.com/nutterb/HydeNet,
BugReports: https://github.com/nutterb/HydeNet/issues
NeedsCompilation: no
Packaged: 2016-02-05 13:36:55 UTC; Nutter
Repository: CRAN
Date/Publication: 2016-02-05 19:41:00

Install log

* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'HydeNet' ...
** package 'HydeNet' successfully unpacked and MD5 sums checked
** R
** data
*** moving datasets to lazyload DB
** inst
** preparing package for lazy loading
** help
*** installing help indices
  converting help for package 'HydeNet'
    finding HTML links ... done
    BJDealer                                html  
    BlackJack                               html  
    BlackJackTrain                          html  
    Hyde-package                            html  
    HydeNetSummaries                        html  
    HydeNetwork                             html  
    HydePosterior                           html  
    HydeUtilities                           html  
    PE                                      html  
    Resolution.cpt                          html  
    SE.cpt                                  html  
    TranslateFormula                        html  
    bindPosterior                           html  
    chain                                   html  
    compileDecisionModel                    html  
    compileJagsModel                        html  
    cpt                                     html  
    expectedVariables                       html  
    factorFormula                           html  
    factorRegex                             html  
    inputCPTExample                         html  
    jagsDists                               html  
    jagsFunctions                           html  
    mergeDefaultPlotOpts                    html  
    modelToNode                             html  
    plot.HydeNetwork                        html  
    policyMatrix                            html  
    print.HydeNetwork                       html  
    print.HydePosterior                     html  
    print.cpt                               html  
    rewriteHydeFormula                      html  
    setDecisionNodes                        html  
    setNode                                 html  
    setNodeModels                           html  
    setPolicyValues                         html  
    update.HydeNetwork                      html  
    vectorProbs                             html  
    writeJagsFormula                        html  
    writeJagsModel                          html  
    writeNetworkModel                       html  
** building package indices
** installing vignettes
** testing if installed package can be loaded
* DONE (HydeNet)
Making 'packages.html' ... done