bayesGDS: Scalable Rejection Sampling for Bayesian Hierarchical Models

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Functions for implementing the Braun and Damien (2015) rejection sampling algorithm for Bayesian hierarchical models. The algorithm generates posterior samples in parallel, and is scalable when the individual units are conditionally independent.

Author
Michael Braun [aut, cre, cph]
Date of publication
2016-03-16 18:37:03
Maintainer
Michael Braun <braunm@smu.edu>
License
MPL (== 2.0)
Version
0.6.2
URLs

View on CRAN

Man pages

bayesGDS-package
Braun and Damien Algorithm for Scalable Rejection Sampling
binary
Binary choice example
binary-data
Sample simulated data for binary choice model in vignette
Deprecated
Deprecated functions
get.cutoffs
Draw thresholds for the accept-reject stage of the BD...
get.LML
Log marginal likelihood of model
sample.GDS
Collect draws from the target posterior distribution

Files in this package

bayesGDS
bayesGDS/inst
bayesGDS/inst/CITATION
bayesGDS/inst/doc
bayesGDS/inst/doc/test2.pdf
bayesGDS/inst/doc/bayesGDS.pdf
bayesGDS/inst/doc/test2.pdf.asis
bayesGDS/inst/doc/test1.pdf.asis
bayesGDS/inst/doc/bayesGDS.pdf.asis
bayesGDS/inst/doc/test1.pdf
bayesGDS/inst/vignette_sources
bayesGDS/inst/vignette_sources/bayesGDS.bib
bayesGDS/inst/vignette_sources/binary
bayesGDS/inst/vignette_sources/binary/binary.Rnw
bayesGDS/inst/vignette_sources/binary/binary_chunks.R
bayesGDS/inst/vignette_sources/test1
bayesGDS/inst/vignette_sources/test1/test1.Rmd
bayesGDS/inst/vignette_sources/test2
bayesGDS/inst/vignette_sources/test2/test2.Rmd
bayesGDS/tests
bayesGDS/tests/testthat.R
bayesGDS/tests/testthat
bayesGDS/tests/testthat/test_binary.R
bayesGDS/NAMESPACE
bayesGDS/NEWS
bayesGDS/NEWS.md
bayesGDS/data
bayesGDS/data/binary_small.rda
bayesGDS/data/binary_large.rda
bayesGDS/R
bayesGDS/R/sample.R
bayesGDS/R/cutoffs.R
bayesGDS/R/binary.R
bayesGDS/R/binary-data.R
bayesGDS/R/LML.R
bayesGDS/R/deprecated.R
bayesGDS/R/bayesGDS-package.R
bayesGDS/vignettes
bayesGDS/vignettes/test2.pdf.asis
bayesGDS/vignettes/test1.pdf.asis
bayesGDS/vignettes/bayesGDS.pdf.asis
bayesGDS/MD5
bayesGDS/build
bayesGDS/build/vignette.rds
bayesGDS/DESCRIPTION
bayesGDS/man
bayesGDS/man/Deprecated.Rd
bayesGDS/man/bayesGDS-package.Rd
bayesGDS/man/binary-data.Rd
bayesGDS/man/get.cutoffs.Rd
bayesGDS/man/sample.GDS.Rd
bayesGDS/man/get.LML.Rd
bayesGDS/man/binary.Rd