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MAICtools: Performing Matched-Adjusted Indirect Comparisons (MAIC)

A generalised workflow for Matching-Adjusted Indirect Comparison (MAIC) analysis, which supports both anchored and non-anchored MAIC methods. In MAIC, unbiased trial outcome comparison is achieved by weighting the subject-level outcomes of the intervention trial so that the weighted aggregate measures of prognostic or effect-modifying variables match those of the comparator trial. Measurements supported include time-to-event (e.g., overall survival) and binary (e.g., objective tumor response). The method is described in Signorovitch et al. (2010) <doi:10.2165/11538370-000000000-00000> and Signorovitch et al. (2012) <doi:10.1016/j.jval.2012.05.004>.

Version: 0.1.1
Depends: R (≥ 3.5.0)
Imports: assertthat (≥ 0.2.1), boot (≥ 1.3-28), broom (≥ 0.7.10), data.table (≥ 1.14.0), dplyr (≥ 1.0.7), ggplot2 (≥ 3.3.5), graphics (≥ 4.0.0), grDevices (≥ 4.0.0), grid (≥ 4.0.0), magrittr (≥ 2.0.1), purrr (≥ 0.3.4), rlang (≥ 0.4.11), stats (≥ 4.0.0), stringr (≥ 1.4.0), survival (≥ 3.2-11), survminer (≥ 0.4.9), tibble (≥ 3.1.3), tidyr (≥ 1.1.3), tidyselect (≥ 1.0.0), VIM (≥ 6.1.0)
Suggests: haven (≥ 2.4.3), testthat (≥ 3.0.0), tidyverse (≥ 1.3.1)
Published: 2024-12-11
DOI: 10.32614/CRAN.package.MAICtools
Author: Xiao Qi [aut, cre]
Maintainer: Xiao Qi <qixiao2024 at outlook.com>
License: MIT + file LICENSE
NeedsCompilation: no
Language: en-US
CRAN checks: MAICtools results

Documentation:

Reference manual: MAICtools.pdf

Downloads:

Package source: MAICtools_0.1.1.tar.gz
Windows binaries: r-devel: MAICtools_0.1.1.zip, r-release: not available, r-oldrel: MAICtools_0.1.1.zip
macOS binaries: r-release (arm64): MAICtools_0.1.1.tgz, r-oldrel (arm64): MAICtools_0.1.1.tgz, r-release (x86_64): MAICtools_0.1.1.tgz, r-oldrel (x86_64): MAICtools_0.1.1.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=MAICtools to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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