Package: smdi
Type: Package
Title: Perform Structural Missing Data Investigations
Version: 0.2.2
Authors@R: person("Janick", "Weberpals", email = "jweberpals@bwh.harvard.edu", role = c("aut", "cre", "cph"), comment = c(ORCID = "0000-0003-0404-7394"))
Description: An easy to use implementation of routine structural missing data diagnostics with functions to visualize the proportions of missing observations, investigate missing data patterns and conduct various empirical missing data diagnostic tests. Reference: Weberpals J, Raman SR, Shaw PA, Lee H, Russo M, Hammil BG, Toh D, Connolly JG, Dandreo KJ, Tian F, Liu W, Li Jie, Hernandez-Munos JJ, Glynn RJ, Desai RJ (2023, in submission). "A Principled Approach to Characterize and Analyze Partially Observed Confounder Data From Electronic Health Records: A Plasmode Simulation Study."
License: GPL (>= 3)
URL: https://janickweberpals.gitlab-pages.partners.org/smdi
BugReports: https://gitlab-scm.partners.org/janickweberpals/smdi/-/issues
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.3
Imports: broom, dplyr, fastDummies, forcats, ggplot2, glue, gt,
        Hotelling, lifecycle, magrittr, methods, mice, naniar,
        parallel, pROC, randomForest, stringr, survival, tableone,
        tibble, tidyr, tidyselect
Depends: R (>= 2.10)
Suggests: gridExtra, gtsummary, here, knitr, reactR, reactable,
        rmarkdown, simsurv, survminer, usethis, testthat (>= 3.0.0),
        vdiffr
VignetteBuilder: knitr
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2023-07-16 21:54:59 UTC; jgw17
Author: Janick Weberpals [aut, cre, cph]
    (<https://orcid.org/0000-0003-0404-7394>)
Maintainer: Janick Weberpals <jweberpals@bwh.harvard.edu>
Repository: CRAN
Date/Publication: 2023-07-17 14:20:02 UTC
Built: R 4.4.0; ; 2024-01-22 17:31:59 UTC; unix
