Other packages > Find by keyword >

nimbleHMC  

Hamiltonian Monte Carlo and Other Gradient-Based MCMC Sampling Algorithms for 'nimble'
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("nimbleHMC", "0.2.5")



Attach the package and use:
library("nimbleHMC")
Maintained by
Daniel Turek
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-05-31
Latest Update: 2024-12-18
Description:
Provides gradient-based MCMC sampling algorithms for use with the MCMC engine provided by the 'nimble' package. This includes two versions of Hamiltonian Monte Carlo (HMC) No-U-Turn (NUTS) sampling, and (under development) Langevin samplers. The `NUTS_classic` sampler implements the original HMC-NUTS algorithm as described in Hoffman and Gelman (2014) . The `NUTS` sampler is a modern version of HMC-NUTS sampling matching the HMC sampler available in version 2.32.2 of Stan (Stan Development Team, 2023). In addition, convenience functions are provided for generating and modifying MCMC configuration objects which employ HMC sampling.
How to cite:
Daniel Turek (2023). nimbleHMC: Hamiltonian Monte Carlo and Other Gradient-Based MCMC Sampling Algorithms for 'nimble'. R package version 0.2.5, https://cran.r-project.org/web/packages/nimbleHMC. Accessed 27 Oct. 2026.
Previous versions and publish date:
(2026-07-20 19:20), 0.1.0 (2023-05-31 11:00), 0.1.1 (2023-07-07 13:50), 0.2.0 (2023-09-12 04:20), 0.2.1 (2024-02-09 00:10), 0.2.2 (2024-06-28 14:10), 0.2.3 (2024-12-18 23:20), 0.2.4 (2025-12-16 10:00)
Other packages that cited nimbleHMC R package
View nimbleHMC citation profile
Other R packages that nimbleHMC depends, imports, suggests or enhances
Complete documentation for nimbleHMC
Functions, R codes and Examples using the nimbleHMC R package
Some associated functions: addHMC . buildHMC . configureHMC . nimbleHMC . sampler_NUTS . sampler_NUTS_classic . stateNL_NUTS . treebranchNL_NUTS . 
Some associated R codes: HMC_configuration.R . HMC_samplers.R .  Full nimbleHMC package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

usemodels  
Boilerplate Code for 'Tidymodels' Analyses
Code snippets to fit models using the tidymodels framework can be easily created for a given data se ...
Download / Learn more Package Citations See dependency  
SGB  
Simplicial Generalized Beta Regression
Main properties and regression procedures using a generalization of the Dirichlet distribution calle ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
exams2learnr  
Interface for 'exams' Exercises in 'learnr' Tutorials
Automatic generation of quizzes or individual questions for 'learnr' tutorials based on 'R/exams' ex ...
Download / Learn more Package Citations See dependency  
spanish  
Translate Quantities from Strings to Integer and Back. Misc Functions on Spanish Data
Character vector to numerical translation in Euros from Spanish spelled monetary quantities. Reverse ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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