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qslice: Implementations of Various Slice Samplers

Implementations of the quantile slice sampler of Heiner et al. (2024+, in preparation) as well as other popular slice samplers are provided. Helper functions for specifying pseudo-target distributions are included, both for diagnostics and for tuning the quantile slice sampler. Other implemented methods include the generalized elliptical slice sampler of Nishihara et al. (2014)<https://jmlr.org/papers/v15/nishihara14a.html}, latent slice sampler of Li and Walker (2023)<doi:10.1016/j.csda.2022.107652>, and stepping-out slice sampler of Neal (2003)<doi:10.1214/aos/1056562461>, and independence Metropolis-Hastings sampler.

Version:0.3.1
Depends:R (≥ 4.1.0)
Suggests:knitr,rmarkdown
Published:2024-05-30
DOI:10.32614/CRAN.package.qslice
Author:Matthew HeinerORCID iD [aut], David B. DahlORCID iD [aut, cre], Sam Johnson [aut]
Maintainer:David B. Dahl <dahl at stat.byu.edu>
License:MIT + fileLICENSE |Apache License 2.0
NeedsCompilation:no
Materials:NEWS,INSTALL
CRAN checks:qslice results

Documentation:

Reference manual:qslice.html ,qslice.pdf
Vignettes:Qslice package (source,R code)

Downloads:

Package source: qslice_0.3.1.tar.gz
Windows binaries: r-devel:qslice_0.3.1.zip, r-release:qslice_0.3.1.zip, r-oldrel:qslice_0.3.1.zip
macOS binaries: r-release (arm64):qslice_0.3.1.tgz, r-oldrel (arm64):qslice_0.3.1.tgz, r-release (x86_64):qslice_0.3.1.tgz, r-oldrel (x86_64):qslice_0.3.1.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=qsliceto link to this page.


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