Package: missDiag 1.0.1

Moritz Marbach

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>.

Authors:Moritz Marbach <[email protected]> [aut, cre]

missDiag_1.0.1.tar.gz
missDiag_1.0.1.zip(r-4.7)missDiag_1.0.1.zip(r-4.6)missDiag_1.0.1.zip(r-4.5)
missDiag_1.0.1.tgz(r-4.6-any)missDiag_1.0.1.tgz(r-4.5-any)
missDiag_1.0.1.tar.gz(r-4.7-any)missDiag_1.0.1.tar.gz(r-4.6-any)
missDiag_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
missDiag/json (API)
NEWS

# Install 'missDiag' in R:
install.packages('missDiag', repos = c('https://sumtxt.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/sumtxt/missdiag/issues

Datasets:
  • anes08 - 11 Variables from the 2008 American National Election Study
  • anes08_pmm - 11 Variables from the 2008 American National Election Study
  • anes08_rng - 11 Variables from the 2008 American National Election Study

On CRAN:

Conda:

3.30 score 4 stars 214 downloads 4 exports 21 dependencies

Last updated from:06230c44f6. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK143
source / vignettesOK216
linux-release-x86_64OK128
macos-release-arm64OK140
macos-oldrel-arm64OK109
windows-develOK99
windows-releaseOK105
windows-oldrelOK100
wasm-releaseOK109

Exports:missDiagparam_cobaltparam_ebalparam_sbw

Dependencies:chkclicobaltcpp11farverFormulaggplot2gluegridExtragtableisobandlabelinglifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithr