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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:

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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.