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 |
| Reference manual: | MAICtools.pdf |
| Package source: | MAICtools_0.1.1.tar.gz |
| Windows binaries: | r-devel: MAICtools_0.1.1.zip, r-release: MAICtools_0.1.1.zip, 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 |
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