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]
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 31 Mar. 2025.
Previous versions and publish date:
0.3.1 (2020-03-05 12:10)
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
03/0103/0203/0303/0403/0503/0603/0703/0803/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/30Downloads for mcunit02468101214TrendBars

Today's Hot Picks in Authors and Packages

equivUMP  
Uniformly Most Powerful Invariant Tests of Equivalence
Implementation of uniformly most powerful invariant equivalence tests for one- and two-sample probl ...
Download / Learn more Package Citations See dependency  
PermutationR  
Conduct Permutation Analysis of Variance in R
Conduct permutation One-Way or Two-Way Analysis of Variance in R. Use different permutation types fo ...
Download / Learn more Package Citations See dependency  
surveillance  
Temporal and Spatio-Temporal Modeling and Monitoring of Epidemic Phenomena
Statistical methods for the modeling and monitoring of time series of counts, proportions and catego ...
Download / Learn more Package Citations See dependency  
popbio  
Construction and Analysis of Matrix Population Models
Construct and analyze projection matrix models from a demography study of marked individuals classif ...
Download / Learn more Package Citations See dependency  
tclust  
Robust Trimmed Clustering
Provides functions for robust trimmed clustering. The methods are described in Garcia-Escudero (200 ...
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  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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