Package: miapack
Type: Package
Title: Marginalization over Incomplete Auxiliaries
Version: 0.2.0
Authors@R: c(person("Sean", "McGrath", 
             role = c("aut", "cre"),
             email = "sean.mcgrath514@gmail.com", 
             comment = c(ORCID = "0000-0002-7281-3516")),
      person("Shaun", "Seaman", 
             role = c("aut"), 
             email = "shaun.seaman@mrc-bsu.cam.ac.uk", 
             comment = c(ORCID = "0000-0003-3726-5937")),
      person("Willi", "Zhang", 
             role = c("aut"), 
             email = "willi.zhang@ki.se", 
             comment = c(ORCID = "0009-0006-9087-479X")),
      person("Ilya", "Shpitser", 
             role = c("aut"), 
             email = "ilyas@cs.jhu.edu", 
             comment = c(ORCID = "0000-0003-2571-7326")),
      person("Maya", "Mathur", 
             role = c("aut"), 
             email = "mmathur@stanford.edu", 
             comment = c(ORCID = "0000-0001-6698-2607")))
Maintainer: Sean McGrath <sean.mcgrath514@gmail.com>
Description: 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.
License: GPL (>=3)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.3
URL: https://github.com/stmcg/miapack
BugReports: https://github.com/stmcg/miapack/issues
Imports: boot, nnet, progress
Depends: R (>= 2.10)
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
Repository: https://stmcg.r-universe.dev
Date/Publication: 2026-08-23 02:58:20 UTC
RemoteUrl: https://github.com/stmcg/miapack
RemoteRef: HEAD
RemoteSha: 94dfbd234b5b5841dfe99bfbab6c9d38958c1e09
NeedsCompilation: no
Packaged: 2026-10-22 08:04:46 UTC; root
Author: Sean McGrath [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-7281-3516>),
  Shaun Seaman [aut] (ORCID: <https://orcid.org/0000-0003-3726-5937>),
  Willi Zhang [aut] (ORCID: <https://orcid.org/0009-0006-9087-479X>),
  Ilya Shpitser [aut] (ORCID: <https://orcid.org/0000-0003-2571-7326>),
  Maya Mathur [aut] (ORCID: <https://orcid.org/0000-0001-6698-2607>)