miapack: Marginalization over Incomplete Auxiliaries
Implements methods to estimate conditional outcome means in settings with missingness-not-at-random and incomplete auxiliary variables. Specifically, this package implements the marginalization over incomplete auxiliaries (MIA) method proposed by Mathur et al. (2026) <doi:10.13140/RG.2.2.30750.19524>. The package supports the iterative conditional expectation estimator and the noniterative conditional expectation estimator.
| Version: | 0.2.0 |
| Depends: | R (≥ 2.10) |
| Imports: | boot, nnet, progress |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-08-23 |
| DOI: | 10.32614/CRAN.package.miapack |
| Author: | Sean McGrath 
[aut, cre],
Shaun Seaman
[aut],
Willi Zhang [aut],
Ilya Shpitser
[aut],
Maya Mathur [aut] |
| Maintainer: | Sean McGrath <sean.mcgrath514 at gmail.com> |
| BugReports: | https://github.com/stmcg/miapack/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/stmcg/miapack |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | miapack results |
Documentation:
| Reference manual: | miapack.html , miapack.pdf |
Downloads:
| Package source: | miapack_0.2.0.tar.gz |
| Windows binaries: | r-devel: miapack_0.1.0.zip, r-release: miapack_0.1.0.zip, r-oldrel: miapack_0.2.0.zip |
| macOS binaries: | r-release (arm64): miapack_0.2.0.tgz, r-oldrel (arm64): miapack_0.2.0.tgz, r-release (x86_64): miapack_0.2.0.tgz, r-oldrel (x86_64): miapack_0.2.0.tgz |
| Old sources: | miapack archive |
Linking:
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