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XDNUTS: Discontinuous Hamiltonian Monte Carlo with Varying Trajectory Length

Hamiltonian Monte Carlo for both continuous and discontinuous posterior distributions with customisable trajectory length termination criterion. See Nishimura et al. (2020) <doi:10.1093/biomet/asz083> for the original Discontinuous Hamiltonian Monte Carlo, Hoffman et al. (2014) <doi:10.48550/arXiv.1111.4246> and Betancourt (2016) <doi:10.48550/arXiv.1601.00225> for the definition of possible Hamiltonian Monte Carlo termination criteria.

Version: 1.5.4
Depends: R (≥ 2.10)
Imports: base, coda, ggplot2, graphics, grDevices, gridExtra, parallel, purrr, Rcpp (≥ 1.0.12), Rdpack, stats
LinkingTo: Rcpp, RcppArmadillo
Suggests: knitr, rmarkdown, KernSmooth
Published: 2024-12-05
DOI: 10.32614/CRAN.package.XDNUTS
Author: Paolo Manildo ORCID iD [aut, cre]
Maintainer: Paolo Manildo <paolo.manildo at studenti.unipd.it>
License: MIT + file LICENSE
NeedsCompilation: yes
CRAN checks: XDNUTS results

Documentation:

Reference manual: XDNUTS.pdf
Vignettes: Tutorial for main functions (source, R code)

Downloads:

Package source: XDNUTS_1.5.4.tar.gz
Windows binaries: r-devel: XDNUTS_1.5.4.zip, r-release: XDNUTS_1.5.4.zip, r-oldrel: XDNUTS_1.5.4.zip
macOS binaries: r-release (arm64): XDNUTS_1.5.4.tgz, r-oldrel (arm64): XDNUTS_1.5.4.tgz, r-release (x86_64): XDNUTS_1.5.4.tgz, r-oldrel (x86_64): XDNUTS_1.5.4.tgz
Old sources: XDNUTS archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=XDNUTS to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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