Package: midoc 1.0.0
Elinor Curnow
midoc: A Decision-Making System for Multiple Imputation
A guidance system for analysis with missing data. It incorporates expert, up-to-date methodology to help researchers choose the most appropriate analysis approach when some data are missing. You provide the available data and the assumed causal structure, including the likely causes of missing data. 'midoc' will advise which analysis approaches can be used, and how best to perform them. 'midoc' follows the framework for the treatment and reporting of missing data in observational studies (TARMOS). Lee et al (2021). <doi:10.1016/j.jclinepi.2021.01.008>.
Authors:
midoc_1.0.0.tar.gz
midoc_1.0.0.zip(r-4.5)midoc_1.0.0.zip(r-4.4)midoc_1.0.0.zip(r-4.3)
midoc_1.0.0.tgz(r-4.4-any)midoc_1.0.0.tgz(r-4.3-any)
midoc_1.0.0.tar.gz(r-4.5-noble)midoc_1.0.0.tar.gz(r-4.4-noble)
midoc_1.0.0.tgz(r-4.4-emscripten)midoc_1.0.0.tgz(r-4.3-emscripten)
midoc.pdf |midoc.html✨
midoc/json (API)
NEWS
| # Install 'midoc' in R: |
| install.packages('midoc', repos = c('https://mrcieu.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/elliecurnow/midoc/issues
Pkgdown site:https://elliecurnow.github.io
- bmi - Child body mass index data
missing-datamultiple-imputation
Last updated 3 months agofrom:2fb07f1112. Checks:7 OK. Indexed: no.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 02 2025 |
| R-4.5-win | OK | Jan 02 2025 |
| R-4.5-linux | OK | Jan 02 2025 |
| R-4.4-win | OK | Jan 02 2025 |
| R-4.4-mac | OK | Jan 02 2025 |
| R-4.3-win | OK | Jan 02 2025 |
| R-4.3-mac | OK | Jan 02 2025 |
Exports:checkCRAcheckMIcheckModSpecdescMissDatadoMImiceexploreDAGmidocVignetteproposeMI
Dependencies:abindarmbackportsbase64encbitbit64blorrbootbroombslibcachemcarcarDataclicliprcodacodetoolscolorspacecowplotcpp11crayoncurldagittydata.tableDerivdigestdoBydplyrevaluatefansifarverfastmapfontawesomeforcatsforeachFormulafsgenericsggplot2glmnetgluegridExtragtablehavenhighrhmshtmltoolsisobanditeratorsjomojquerylibjsonliteknitrlabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmemoisemfp2mgcvmicemicrobenchmarkmimeminqamitmlmodelrmunsellnlmenloptrnnetnumDerivordinalpanpbkrtestpillarpkgconfigprettyunitsprogresspurrrquantregR6rappdirsRColorBrewerRcppRcppEigenreadrrlangrmarkdownrpartsassscalesshapeSparseMstringistringrsurvivaltibbletidyrtidyselecttinytextzdbucminfutf8V8vctrsviridisLitevroomwithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Child body mass index data | bmi |
| Inspect complete records analysis model | checkCRA |
| Inspect multiple imputation model | checkMI |
| Inspect parametric model specification | checkModSpec |
| Lists missing data patterns in the specified dataset | descMissData |
| Performs multiple imputation | doMImice |
| Compares data with proposed DAG | exploreDAG |
| Run an interactive vignette for the midoc package | midocVignette |
| Suggests multiple imputation options | proposeMI |
