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:
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