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. The package supports continuous and binary outcomes, and supports auxiliary variables that are normal, binary, and categorical.
| Version: | 0.1.0 |
| Depends: | R (≥ 2.10) |
| Imports: | boot, nnet, progress |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-02-25 |
| DOI: | 10.32614/CRAN.package.miapack (may not be active yet) |
| 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 |
| CRAN checks: | miapack results |
Documentation:
| Reference manual: | miapack.html , miapack.pdf |
Downloads:
| Package source: | miapack_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available |
Linking:
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