Package: BAS
Version: 1.4.0
Date: 2016-08-25
Title: Bayesian Model Averaging using Bayesian Adaptive Sampling
Authors@R: c(person("Merlise", "Clyde", email="clyde@stat.duke.edu",
	   		       role=c("aut","cre", "cph")),
           person("Michael", "Littman", role="ctb"),
	   person("Quanli", "Wang", role="ctb"),
	   person("Joyee", "Ghosh", role="ctb"),
	   person("Yingbo", "Li", role="ctb"))
Depends: R (>= 3.0), stats, graphics
Suggests: MASS, knitr, rmarkdown, GGally
Description: Package for Bayesian Model Averaging in linear models and 
  generalized linear models using stochastic or 
  deterministic sampling without replacement from posterior
  distributions.  Prior distributions on coefficients are
  from Zellner's g-prior or mixtures of g-priors
  corresponding to the Zellner-Siow Cauchy Priors or the
  mixture of g-priors from Liang et al (2008)
  <http://dx.doi.org/10.1198/016214507000001337>
  for linear models or mixtures of g-priors in GLMs of Li and Clyde (2015)
  <http://arxiv.org/abs/1503.06913>. Other model
  selection criteria include AIC, BIC and Empirical Bayes estimates of g.
  Sampling probabilities may be updated based on the sampled models
  using Sampling w/out Replacement or an efficient MCMC algorithm
  samples models using the BAS tree structure as an efficient hash table. 
  Uniform priors over all models or beta-binomial prior distributions on 
  model size are allowed, and for large p truncated priors on the model
  space may be used.  The user may force variables to always be included. 
  Details behind the sampling algorithm are provided in 
  Clyde, Ghosh and Littman (2010)   <http://dx.doi.org/10.1198/jcgs.2010.09049>. 
License: GPL (>= 3)
URL: http://www.r-project.org, http://github.com/merliseclyde/BAS,
        http://dx.doi.org/10.5281/zenodo.61016
Repository: CRAN
NeedsCompilation: yes
ByteCompile: yes
VignetteBuilder: knitr
Packaged: 2016-08-27 01:25:39 UTC; mclyde
Author: Merlise Clyde [aut, cre, cph],
  Michael Littman [ctb],
  Quanli Wang [ctb],
  Joyee Ghosh [ctb],
  Yingbo Li [ctb]
Maintainer: Merlise Clyde <clyde@stat.duke.edu>
Date/Publication: 2016-08-27 07:52:41
