Package: unmconf 1.0.0

David Kahle

unmconf: Modeling with Unmeasured Confounding

Tools for fitting and assessing Bayesian multilevel regression models that account for unmeasured confounders.

Authors:Ryan Hebdon [aut], James Stamey [aut], David Kahle [aut, cre], Xiang Zhang [aut]

unmconf_1.0.0.tar.gz
unmconf_1.0.0.tar.gz(r-4.7-any)unmconf_1.0.0.tar.gz(r-4.6-any)
unmconf_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
unmconf/json (API)

# Install 'unmconf' in R:
install.packages('unmconf', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • jags– Just Another Gibbs Sampler for Bayesian MCMC - binary JAGS is Just Another Gibbs Sampler. It is a program for analysis of Bayesian hierarchical models using Markov Chain Monte Carlo (MCMC) simulation not wholly unlike BUGS. JAGS was written with three aims in mind: * To have an engine for the BUGS language that runs on Unix * To be extensible, allowing users to write their own functions, distributions and samplers. * To be a plaftorm for experimentation with ideas in Bayesian modelling This package contains the 'jags' binary as well as the associated shared library modules loaded by the binary.
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

jagscpp

2.00 score 191 downloads 10 exports 28 dependencies

Last updated from:6309f52a9b. Checks:4 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK140
source / vignettesOK214
linux-release-x86_64OK147
wasm-releaseOK110

Exports:drop_nullsexpand_labelsgreek_expanderjags_codemake_greek_coefsrunmunm_backfillunm_dicunm_glmunm_summary

Dependencies:clicodacpp11dplyrgenericsgluehmsjanitorlatticelifecyclelubridatemagrittrpillarpkgconfigpurrrR6rjagsrlangsnakecasestringistringrtibbletidyrtidyselecttimechangeutf8vctrswithr

How to Use the unmconf Package

Rendered fromunmconf.Rmdusingknitr::rmarkdownon May 24 2026.

Last update: 2024-09-10
Started: 2023-12-13

Readme and manuals

Help Manual

Help pageTopics
Convert to Greek expressionsdrop_nulls expand_labels greek_expander helpers make_greek_coefs
Generate synthetic datarunm
Fitting Multilevel Bayesian Regression Model with Unmeasured Confounderscoef.unm_int jags_code print.unm_int unm_glm
Generate synthetic dataunm_backfill unm_dic unm_summary
unmconf: Modeling with Unmeasured Confoundingunmconf-package unmconf