EHRmuse

0.0.2.2

Multi-Cohort Selection Bias Correction using IPW and AIPW Methods

0packages depend

2.2Kdownloads / year

–test coverage

9/13checks pass

Overview

About

Maintained by Michael KleinsasserFirst published 2025-01-203 releasesCRAN page ↗GitHub ↗

Comprehensive toolkit for addressing selection bias in binary disease models across diverse non-probability samples, each with unique selection mechanisms. It utilizes Inverse Probability Weighting (IPW) and Augmented Inverse Probability Weighting (AIPW) methods to reduce selection bias effectively in multiple non-probability cohorts by integrating data from either individual-level or summary-level external sources. The package also provides a variety of variance estimation techniques. Please refer to Kundu et al. doi:10.48550/arXiv.2412.00228.

Install

R (CRAN)pak (dev)Ubuntu (r2u)

install.packages("EHRmuse", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("Ritoban1/EHRmuse")

Development version from Ritoban1/EHRmuse. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-ehrmuse

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

Health

CRAN checks

4NOTE9OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64

Slowest check: 2.8 min · r-devel-linux-x86_64-fedora-clang

Check history

NOTE2026-07-16
10 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation signals are not tracked yet for this package.

Downloads

2.2K

CRAN downloads in the past year

Rank #20,438 · ~6/day · ~181/mo

EHRmuse Releases R versions

Daily download trend is not available in this view yet.

18230 days

57190 days

2.2K1 year

Compare downloads with other packages →

Also on1.1K r2u

Repository

GitHub ↗ ritoban1/ehrmuse

0Stars

0Forks

0Open issues

0Open PRs

0Releases

Last activity 2025-07-08

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/ritoban1/ehrmuse on 2026-07-19.

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.0.0

Imports (11)

Formula plotrix dplyr magrittrMASSnleqslv xgboost surveystatsgraphicsnnet

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (2)

Maintainer (1)

Michael Kleinsasser

Maintainer

Authors (1)

Ritoban Kundu

Author

Package Timeline

3 releases. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.0.2.2Latest
2025-07-08 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.0.2.1
2025-01-28 · diff ↗
0.0.2.0
2025-01-20
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-01-20
Total releases: 3 / 1 yrs
License: GPL (>= 2) OSI
Download size: 32 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Report a problem with this page →