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-4.5)missDiag_1.0.1.zip(r-4.4)missDiag_1.0.1.zip(r-4.3)
missDiag_1.0.1.tgz(r-4.4-any)missDiag_1.0.1.tgz(r-4.3-any)
missDiag_1.0.1.tar.gz(r-4.5-noble)missDiag_1.0.1.tar.gz(r-4.4-noble)
missDiag_1.0.1.tgz(r-4.4-emscripten)missDiag_1.0.1.tgz(r-4.3-emscripten)
missDiag.pdf |missDiag.html✨
missDiag/json (API)
NEWS

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

Peer review:

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:

3.30 score 4 stars 168 downloads 4 exports 34 dependencies

Last updated 3 years agofrom:06230c44f6. Checks:7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 21 2025
R-4.5-winOKJan 21 2025
R-4.5-linuxOKJan 21 2025
R-4.4-winOKJan 21 2025
R-4.4-macOKJan 21 2025
R-4.3-winOKJan 21 2025
R-4.3-macOKJan 21 2025

Exports:missDiagparam_cobaltparam_ebalparam_sbw

Dependencies:backportschkclicobaltcolorspacecrayonfansifarverFormulaggplot2gluegridExtragtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr