Package: simputation 0.2.8
Mark van der Loo
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.tar.gz
simputation_0.2.8.tar.gz(r-4.5-noble)simputation_0.2.8.tar.gz(r-4.4-noble)
simputation_0.2.8.tgz(r-4.4-emscripten)simputation_0.2.8.tgz(r-4.3-emscripten)
simputation.pdf |simputation.html✨
simputation/json (API)
NEWS
| # Install 'simputation' in R: |
| install.packages('simputation', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/markvanderloo/simputation/issues
Last updated 2 years agofrom:512ea12929. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 13 2024 |
| R-4.5-linux-x86_64 | OK | Oct 13 2024 |
Exports:%?>%foretellglimpse_naimputeimpute_cartimpute_constimpute_emimpute_enimpute_knnimpute_lmimpute_medianimpute_mfimpute_pmmimpute_proxyimpute_rfimpute_rhdimpute_rlmimpute_shdna_statusna.roughfixna.rpartsimputation_capabilitiessimputation_suggests
Dependencies:abindbackportsbootbroomcarcarDataclassclicodetoolscolorspacecowplotcpp11data.tableDEoptimRDerivdigestdoBydoRNGdplyre1071fansifarverforeachFormulagenericsggplot2glmnetgluegowergtableisobanditeratorsitertoolslabelinglaekenlatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamissForestmodelrmunsellnlmenloptrnnetnormnumDerivpbkrtestpillarpkgconfigproxypurrrquantregR6randomForestrangerRColorBrewerRcppRcppEigenrlangrngtoolsrobustbaserpartscalesshapespSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vcdvctrsVIMviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| A 'deparse' replacement that always returns a length-1 vector | deparse |
| Alternative to 'predict' returning values of correct type. | foretell foretell.default foretell.glm foretell.rpart |
| Show the number of (remaining) missing values. | %?>% glimpse_na |
| Impute using a previously fitted model. | impute impute_ |
| Decision Tree Imputation | impute_cart impute_rf |
| Hot deck imputation | impute_hotdeck impute_knn impute_pmm impute_rhd impute_shd |
| (Robust) Linear Regression Imputation | impute_en impute_lm impute_rlm |
| Impute (group-wise) medians | impute_median |
| Multivariate, model-based imputation | impute_em impute_mf impute_multivariate |
| Impute by variable derivation | impute_const impute_proxy |
| Show the number of (remaining) missing values. | na_status |
| Rough imputation for handling missing predictors. | na.roughfix |
| simputation | simputation |
