Package: autoMR 1.2.0

Kelin Zhong

autoMR: Automated Mendelian Randomization Workflows and Visualizations

Provides tools to summarize, analyze, and visualize results from Mendelian randomization studies using summarized genetic association data. The package includes functions for generating forest plots and scatter plots at the single-nucleotide polymorphism and Mendelian randomization method levels, and for fitting multiple estimators in a unified workflow, including inverse-variance weighted estimation, Mendelian randomization Egger regression, the weighted median estimator, the robust adjusted profile score, Mendelian randomization pleiotropy residual sum and outlier, Mendelian randomization with the genotype recoding invariance property, and a Bayesian horseshoe method. Related methods are described by Burgess (2013) <doi:10.1002/gepi.21758>, Bowden (2015) <doi:10.1093/ije/dyv080>, Bowden (2016) <doi:10.1002/gepi.21965>, Zhao (2020) <doi:10.1214/19-AOS1866>, Verbanck (2018) <doi:10.1038/s41588-018-0099-7>, Dudbridge (2025) <doi:10.1371/journal.pgen.1011967>, and Grant and Burgess (2024) <doi:10.1016/j.ajhg.2023.12.002>. Related open-source software includes 'TwoSampleMR' <https://github.com/MRCIEU/TwoSampleMR>, 'mr.raps' <https://github.com/qingyuanzhao/mr.raps>, 'MR-PRESSO' <https://github.com/rondolab/MR-PRESSO>, and 'MR-Horse' <https://github.com/aj-grant/mrhorse>.

Authors:Kelin Zhong [aut, cre], Chia-Ling Kuo [aut]

autoMR_1.2.0.tar.gz
autoMR_1.2.0.tar.gz(r-4.7-any)autoMR_1.2.0.tar.gz(r-4.6-any)
autoMR_1.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
autoMR/json (API)

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

Bug tracker:https://github.com/kelinzhong/automr/issues

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

On CRAN:

Conda:

jagscpp

1.78 score 512 downloads 10 exports 93 dependencies

Last updated from:42b9e4c415. Checks:4 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK173
source / vignettesOK265
linux-release-x86_64OK171
wasm-releaseOK150

Exports:export_forest_plotsexport_scatter_plotsformat_mr_inputGWAS_forestharmonize_mr_dataMR_forestmr_gripplot_mr_scatterrun_mr_analysisshowplot

Dependencies:abindarrangementsaskpassbase64encbootbslibcachemclicodacodetoolscpp11crosstalkcurldata.tableDEoptimRdigestdplyrevaluatefarverfastmapfontawesomeforeachfsgenericsggplot2glmnetgluegmpgtablehighrhtmltoolshtmlwidgetshttrisobanditeratorsiterpcjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixMatrixModelsmemoiseMendelianRandomizationmimenortestnumDerivopensslotelpillarpkgconfigplotlypromisespurrrquantregR2jagsR2WinBUGSR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenrjagsrjsonrlangrmarkdownrobustbaseS7sassscalesshapeSparseMstringistringrsurvivalsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml