Other packages > Find by keyword >

mcunit  

Unit Tests for MC Methods
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mcunit", "0.3.2")



Attach the package and use:
library("mcunit")
Maintained by
Axel Gandy
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-05
Latest Update: 2021-04-02
Description:
Unit testing for Monte Carlo methods, particularly Markov Chain Monte Carlo (MCMC) methods, are implemented as extensions of the 'testthat' package. The MCMC methods check whether the MCMC chain has the correct invariant distribution. They do not check other properties of successful samplers such as whether the chain can reach all points, i.e. whether is recurrent. The tests require the ability to sample from the prior and to run steps of the MCMC chain. The methodology is described in Gandy and Scott (2020) .
How to cite:
Axel Gandy (2020). mcunit: Unit Tests for MC Methods. R package version 0.3.2, https://cran.r-project.org/web/packages/mcunit. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.3.1 (2020-03-05 12:10), 0.3.2 (2021-04-02 11:50)
Other packages that cited mcunit R package
View mcunit citation profile
Other R packages that mcunit depends, imports, suggests or enhances
Complete documentation for mcunit
Functions, R codes and Examples using the mcunit R package
Some associated functions: expect_bernoulli . expect_mc_iid_chisq . expect_mc_iid_ks . expect_mc_iid_mean . expect_mc_test . expect_mcmc . expect_mcmc_reversible . mcunit-package . 
Some associated R codes: MCUnit-package.R . expect_invariant.R . expect_mc.R . expect_simctest.R .  Full mcunit package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
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  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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