Package: maicChecks 0.3.0

maicChecks: Exact Matching and Matching-Adjusted Indirect Comparison (MAIC)

The current version (0.3.0) streamlines the underlying code, adds a feasibility check to 'maicWt' and 'maxessWt', extends 'exmWt.2ipd' with options 'target.ipd' and 'method' for one-sided MAIC weighting between two IPDs, and adds 'wtTrtDiff' for the weighted treatment-effect difference with a Wald confidence interval based on Section 5 of Glimm & Yau (2026). The second version (0.2.0) contains implementation for exact matching which is an alternative to propensity score matching (see Glimm & Yau (2026) <doi:10.1080/19466315.2025.2507378>). The initial version (0.1.2) contains a collection of easy-to-implement tools for checking whether a MAIC can be conducted, as well as an alternative way of calculating weights (see Glimm & Yau (2022) <doi:10.1002/pst.2210>.)

Authors:Lillian Yau [aut, cre], Ekkehard Glimm [aut], Xinlei Deng [aut]

maicChecks_0.3.0.tar.gz
maicChecks_0.3.0.zip(r-4.7-any)maicChecks_0.3.0.zip(r-4.6-any)maicChecks_0.3.0.zip(r-4.5-any)
maicChecks_0.3.0.tgz(r-4.6-any)maicChecks_0.3.0.tgz(r-4.5-any)
maicChecks_0.3.0.tar.gz(r-4.7-any)maicChecks_0.3.0.tar.gz(r-4.6-any)
maicChecks_0.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
maicChecks/json (API)

# Install 'maicChecks' in R:
install.packages('maicChecks', repos = c('https://l-yau.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • eAD - Three AD scenarios
  • eIPD - An IPD set
  • sim110 - Simulated data used for exact matching

On CRAN:

Conda:

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

1.70 score 4 scripts 434 downloads 9 exports 32 dependencies

Last updated from:152970e8e6. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK136
source / vignettesOK166
linux-releaseOK123
macos-releaseOK168
macos-oldrelOK197
windows-develOK80
windows-releaseOK57
windows-oldrelOK75
wasm-releaseOK102

Exports:exmLP.2ipdexmWt.2ipdmaicLPmaicMDmaicPCAmaicT2TestmaicWtmaxessWtwtTrtDiff

Dependencies:clicpp11data.tabledplyrfarvergenericsggplot2gluegtableisobandlabelinglifecyclelpSolvemagrittrpillarpkgconfigpurrrquadprogR6RColorBrewerrlangS7scalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr