Package: opImputation 0.6

Jorn Lotsch

opImputation: Optimal Selection of Imputation Methods for Pain-Related Numerical Data

A model-agnostic framework for selecting dataset-specific imputation methods for missing values in numerical data related to pain. Lotsch J, Ultsch A (2025) "A model-agnostic framework for dataset-specific selection of missing value imputation methods in pain-related numerical data" Canadian Journal of Pain (in minor revision).

Authors:Jorn Lotsch [aut, cre], Alfred Ultsch [aut]

opImputation_0.6.tar.gz
opImputation_0.6.zip(r-4.7-any)opImputation_0.6.zip(r-4.6-any)opImputation_0.6.zip(r-4.5-any)
opImputation_0.6.tgz(r-4.6-any)opImputation_0.6.tgz(r-4.5-any)
opImputation_0.6.tar.gz(r-4.7-any)opImputation_0.6.tar.gz(r-4.6-any)
opImputation_0.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
opImputation/json (API)

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

Bug tracker:https://github.com/jornlotsch/opimputation/issues

Datasets:

On CRAN:

Conda:

3.30 score 1 stars 1 scripts 239 downloads 3 exports 175 dependencies

Last updated from:ed9e3d49ce. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK237
source / vignettesOK237
linux-release-x86_64OK282
macos-release-arm64OK169
macos-oldrel-arm64OK127
windows-develOK159
windows-releaseOK154
windows-oldrelOK185
wasm-releaseOK183

Exports:compare_imputation_methodscreate_diagnostic_missingsimpute_missings

Dependencies:ABCanalysisabindAmeliaarmaskpassbackportsbitbit64bitopsbootbroomcarcarDatacaretcaToolscellrangerclassclicliprclockcodacodetoolscolorspacecorrplotcowplotcpp11crayoncurldata.tableDataVisualizationsDerivDescToolsdiagramdigestdoBydoRNGdplyre1071ExactexpmfarverFNNforcatsforeachforecastforeignFormulafracdifffsfuturefuture.applygenericsggh4xggplot2ggpubrggrepelggsciggsignifgldglmnetglobalsgluegowergplotsgridExtragtablegtoolshardhathavenhmshttripredisobanditeratorsitertoolsjomojsonliteKernSmoothlabelinglatticelavalifecyclelistenvlme4lmomlmtestlubridatemagrittrMASSMatrixMatrixModelsmgcvmimicemiceRangermimeminqamissForestmitmlModelMetricsmodelrmultiUSmvtnormnlmenloptrnnetnumDerivopensslordinalpanparallellypbkrtestpillarpkgconfigplotrixplyrpolynompracmaprettyunitspROCprodlimprogressprogressrproxypurrrquantregR6randomForestrangerrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRdpackreadrreadxlrecipesreformulasrematchreshape2RfitrlangrngtoolsrootSolverpartrstatixrstudioapiS7scalesshapespSparseMsparsevctrsSQUAREMstringistringrsurvivalsystibbletidyrtidyselecttimechangetimeDatetwosamplestzdbucminfurcautf8vctrsviridisLitevroomwithrzoo