Other packages > Find by keyword >

XDNUTS  

Discontinuous Hamiltonian Monte Carlo with Varying Trajectory Length
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("XDNUTS", "1.5.5")



Attach the package and use:
library("XDNUTS")
Maintained by
Paolo Manildo
[Scholar Profile | Author Map]
First Published: 2024-09-03
Latest Update: 2024-09-03
Description:
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.
How to cite:
Paolo Manildo (2024). XDNUTS: Discontinuous Hamiltonian Monte Carlo with Varying Trajectory Length. R package version 1.5.5, https://cran.r-project.org/web/packages/XDNUTS. Accessed 31 Jan. 2025.
Previous versions and publish date:
1.2 (2024-09-03 18:00), 1.5.3 (2024-11-29 09:00), 1.5.4 (2024-12-05 10:20), 1.5.5 (2024-12-22 12:40), 1.5 (2024-10-28 19:30)
Other packages that cited XDNUTS R package
View XDNUTS citation profile
Other R packages that XDNUTS depends, imports, suggests or enhances
Complete documentation for XDNUTS
Functions, R codes and Examples using the XDNUTS R package
Full XDNUTS package functions and examples
Downloads during the last 30 days
01/0101/0201/0301/0401/0501/0601/0701/0801/0901/1001/1101/1201/1301/1401/1501/1601/1701/1801/1901/2001/2101/2201/2301/2401/2501/2601/2701/2801/29Downloads for XDNUTS051015202530TrendBars
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
GEEmediate  
Mediation Analysis for Generalized Linear Models Using the Difference Method
Causal mediation analysis for a single exposure/treatment and a single mediator, both allowed to be ...
Download / Learn more Package Citations See dependency  
pim  
Fit Probabilistic Index Models
Fit a probabilistic index model as described in Thas et al, 2012: ...
Download / Learn more Package Citations See dependency  
nlpred  
Estimators of Non-Linear Cross-Validated Risks Optimized for Small Samples
Methods for obtaining improved estimates of non-linear cross-validated risks are obtained using targ ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA