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", "1.5.4")



Attach the package and use:
library("XDNUTS")
Maintained by
Paolo Manildo
[Scholar Profile | Author Map]
All associated links for this package
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 1.5.4, https://cran.r-project.org/web/packages/XDNUTS. Accessed 22 Dec. 2024.
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 (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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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