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qslice  

Implementations of Various Slice Samplers
View on CRAN: Click here


Download and install qslice package within the R console
Install from CRAN:
install.packages("qslice")

Install from Github:
library("remotes")
install_github("cran/qslice")

Install by package version:
library("remotes")
install_version("qslice", "0.3.1")



Attach the package and use:
library("qslice")
Maintained by
David B. Dahl
[Scholar Profile | Author Map]
First Published: 2024-05-30
Latest Update: 2024-05-30
Description:
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.
How to cite:
David B. Dahl (2024). qslice: Implementations of Various Slice Samplers. R package version 0.3.1, https://cran.r-project.org/web/packages/qslice. Accessed 06 Apr. 2025.
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