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
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
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

RBPcurve  
The Residual-Based Predictiveness Curve
The RBP curve is a visual tool to assess the performance of prediction models. ...
Download / Learn more Package Citations See dependency  
c212  
Methods for Detecting Safety Signals in Clinical Trials Using Body-Systems (System Organ Classes)
Methods for detecting safety signals in clinical trials using groupings of adverse events by body-sy ...
Download / Learn more Package Citations See dependency  
ROI.plugin.highs  
'HiGHS' Plugin for the 'R' Optimization Infrastructure
Enhances the 'R' Optimization Infrastructure ('ROI') package with the quadratic solver 'HiGHS'. Mor ...
Download / Learn more Package Citations See dependency  
simcdm  
Simulate Cognitive Diagnostic Model ('CDM') Data
Provides efficient R and 'C++' routines to simulate cognitive diagnostic model data for Deterministi ...
Download / Learn more Package Citations See dependency  
inferference  
Methods for Causal Inference with Interference
Provides methods for estimating causal effects in the presence of interference described in B. Saul ...
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  

22,187

R Packages

188,753

Dependencies

55,244

Author Associations

22,188

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns