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 Heiner ORCID iD [aut], David B. Dahl ORCID iD [aut, cre], Sam Johnson [aut]
Maintainer: David B. Dahl <dahl at stat.byu.edu>
License: MIT + file LICENSE | Apache License 2.0
NeedsCompilation: no
CRAN checks: qslice results


Reference manual: qslice.pdf
Vignettes: Qslice package


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


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