Package: XDNUTS 1.2

Paolo Manildo

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.

Authors:Paolo Manildo [aut, cre]

XDNUTS_1.2.tar.gz
XDNUTS_1.2.tar.gz(r-4.5-noble)XDNUTS_1.2.tar.gz(r-4.4-noble)
XDNUTS_1.2.tgz(r-4.4-emscripten)XDNUTS_1.2.tgz(r-4.3-emscripten)
XDNUTS.pdf |XDNUTS.html✨
XDNUTS/json (API)

# Install 'XDNUTS' in R:
install.packages('XDNUTS', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

7 exports 0.00 score 13 dependencies 2 scripts

Last updated 14 days agofrom:62cb1b073a. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 04 2024
R-4.5-linux-x86_64OKSep 04 2024

Exports:main_functionplot.XDNUTSset_parameterssummary.XDNUTSxdextractxdnutsxdtransform

Dependencies:clicodagluelatticelifecyclemagrittrpurrrrbibutilsRcppRcppArmadilloRdpackrlangvctrs

Introduction to XDNUTS package

Rendered fromIntro_to_XDNUTS.Rmdusingknitr::rmarkdownon Sep 04 2024.

Last update: 2024-09-04
Started: 2024-09-04