missDiag: Comparing Observed and Imputed Values under MAR and MCAR

Implements the computation of discrepancy statistics summarizing differences between the density of imputed and observed values and the construction of weights to balance covariates that are part of the missing data mechanism as described in Marbach (2021) <arXiv:2107.05427>.

Version: 1.0.1
Depends: R (≥ 2.10)
Imports: Formula (≥ 1.2-3), cobalt (≥ 4.1.0)
Suggests: mice (≥ 3.13.0), sbw (≥ 1.1.3), ebal (≥ 0.1-6)
Published: 2021-08-06
Author: Moritz Marbach [aut, cre]
Maintainer: Moritz Marbach <moritz.marbach at tamu.edu>
BugReports: https://github.com/sumtxt/missDiag/issues
License: GPL-3
URL: https://github.com/sumtxt/missDiag/
NeedsCompilation: no
Materials: NEWS
CRAN checks: missDiag results

Downloads:

Reference manual: missDiag.pdf
Package source: missDiag_1.0.1.tar.gz
Windows binaries: r-devel: missDiag_1.0.1.zip, r-release: missDiag_1.0.1.zip, r-oldrel: missDiag_1.0.1.zip
macOS binaries: r-release (arm64): missDiag_1.0.1.tgz, r-release (x86_64): missDiag_1.0.1.tgz, r-oldrel: missDiag_1.0.1.tgz

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