Package: unmconf 1.0.0

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.zip(r-4.5)unmconf_1.0.0.zip(r-4.4)unmconf_1.0.0.zip(r-4.3)
unmconf_1.0.0.tgz(r-4.4-any)unmconf_1.0.0.tgz(r-4.3-any)
unmconf_1.0.0.tar.gz(r-4.5-noble)unmconf_1.0.0.tar.gz(r-4.4-noble)
unmconf_1.0.0.tgz(r-4.4-emscripten)unmconf_1.0.0.tgz(r-4.3-emscripten)
unmconf.pdf |unmconf.html
unmconf/json (API)

# Install 'unmconf' in R:
install.packages('unmconf', repos = c('https://dkahle.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • jags– Just Another Gibbs Sampler for Bayesian MCMC
  • c++– GNU Standard C++ Library v3

On CRAN:

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

10 exports 0.23 score 29 dependencies 202 downloads

Last updated 8 days agofrom:6309f52a9b. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 10 2024
R-4.5-winOKSep 10 2024
R-4.5-linuxOKSep 10 2024
R-4.4-winOKSep 10 2024
R-4.4-macOKSep 10 2024
R-4.3-winOKSep 10 2024
R-4.3-macOKSep 10 2024

Exports:drop_nullsexpand_labelsgreek_expanderjags_codemake_greek_coefsrunmunm_backfillunm_dicunm_glmunm_summary

Dependencies:clicodacpp11dplyrfansigenericsgluehmsjanitorlatticelifecyclelubridatemagrittrpillarpkgconfigpurrrR6rjagsrlangsnakecasestringistringrtibbletidyrtidyselecttimechangeutf8vctrswithr

How to Use the unmconf Package

Rendered fromunmconf.Rmdusingknitr::rmarkdownon Sep 10 2024.

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