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-any)missDiag_1.0.1.zip(r-4.6-any)missDiag_1.0.1.zip(r-4.5-any)
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✨
DESCRIPTION |NEWS
card.svg |card.png
missDiag/json (API)

# 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 258 downloads 4 exports 21 dependencies

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

TargetResultTimeFilesSyslog
linux-develOK140
source / vignettesOK160
linux-releaseOK134
macos-releaseOK165
macos-oldrelOK198
windows-develOK81
windows-releaseOK78
windows-oldrelOK84
wasm-releaseOK102

Exports:missDiagparam_cobaltparam_ebalparam_sbw

Dependencies:argclicobaltcpp11farverFormulaggplot2gluegridExtragtableisobandlabelinglifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithr