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 |
| Maintainer: | David B. Dahl <dahl at stat.byu.edu> |
| License: | MIT + file LICENSE | Apache License 2.0 |
| NeedsCompilation: | no |
| Materials: | NEWS, INSTALL |
| CRAN checks: | qslice results |
| Reference manual: | qslice.html , qslice.pdf |
| Vignettes: |
Qslice package (source, R code) |
| 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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