Installation | General remarks | A first example | Chaining imputation methods | Similar model for multiple variables | Grouping data for imputation | Specify your own method with impute_proxy | Imputing a dataset with models trained on another dataset | Using VIM as (much) faster backend for hotdeck imputations
Package: simputation 0.2.8.2
simputation: Simple Imputation
Easy to use interfaces to a number of imputation methods that fit in the not-a-pipe operator of the 'magrittr' package.
Authors:
simputation_0.2.8.2.tar.gz
simputation_0.2.8.2.zip(r-4.7-any)simputation_0.2.8.2.zip(r-4.6-any)simputation_0.2.8.2.zip(r-4.5-any)
simputation_0.2.8.2.tgz(r-4.6-any)simputation_0.2.8.2.tgz(r-4.5-any)
simputation_0.2.8.2.tar.gz(r-4.7-any)simputation_0.2.8.2.tar.gz(r-4.6-any)
simputation_0.2.8.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
simputation/json (API)
| # Install 'simputation' in R: |
| install.packages('simputation', repos = c('https://markvanderloo.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/markvanderloo/simputation/issues
data-scienceimputationofficialstatistics
Last updated from:38965ad085. Checks:7 ERROR, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | ERROR | 103 | ||
| source / vignettes | OK | 190 | ||
| linux-release | ERROR | 126 | ||
| macos-release | ERROR | 83 | ||
| macos-oldrel | ERROR | 109 | ||
| windows-devel | ERROR | 85 | ||
| windows-release | ERROR | 71 | ||
| windows-oldrel | ERROR | 75 | ||
| wasm-release | OK | 119 |
Exports:%?>%foretellglimpse_naimputeimpute_cartimpute_constimpute_emimpute_enimpute_knnimpute_lmimpute_medianimpute_mfimpute_pmmimpute_proxyimpute_rfimpute_rhdimpute_rlmimpute_shdna_statusna.roughfixna.rpartsimputation_capabilitiessimputation_suggests
Dependencies:bootclasscodetoolscolorspacedata.tableDEoptimRdigestdoRNGe1071foreachglmnetgoweriteratorsitertoolsjsonlitelaekenlatticelmtestMASSMatrixmissForestnnetnormproxyrandomForestrangerrbibutilsRcppRcppEigenRdpackrngtoolsrobustbaserpartshapespsurvivalvcdVIMxgboostzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|