Package: imputeR 2.2
imputeR: A General Multivariate Imputation Framework
Multivariate Expectation-Maximization (EM) based imputation framework that offers several different algorithms. These include regularisation methods like Lasso and Ridge regression, tree-based models and dimensionality reduction methods like PCA and PLS.
Authors:
imputeR_2.2.tar.gz
imputeR_2.2.zip(r-4.5)imputeR_2.2.zip(r-4.4)imputeR_2.2.zip(r-4.3)
imputeR_2.2.tgz(r-4.4-any)imputeR_2.2.tgz(r-4.3-any)
imputeR_2.2.tar.gz(r-4.5-noble)imputeR_2.2.tar.gz(r-4.4-noble)
imputeR_2.2.tgz(r-4.4-emscripten)imputeR_2.2.tgz(r-4.3-emscripten)
imputeR.pdf |imputeR.html✨
imputeR/json (API)
NEWS
| # Install 'imputeR' in R: |
| install.packages('imputeR', repos = c('https://steffenmoritz.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/steffenmoritz/imputer/issues
Last updated 3 years agofrom:beda0d1053. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 03 2024 |
| R-4.5-win | OK | Nov 03 2024 |
| R-4.5-linux | OK | Nov 03 2024 |
| R-4.4-win | OK | Nov 03 2024 |
| R-4.4-mac | OK | Nov 03 2024 |
| R-4.3-win | OK | Nov 03 2024 |
| R-4.3-mac | OK | Nov 03 2024 |
Exports:CubistRDetectgbmCglmboostRguessimputelassoClassoRmajormixErrormixGuessmrorderboxpcrRplotImplsRridgeCridgeRRmserpartCSimEvalSimImstepBackCstepBackRstepBothCstepBothRstepForCstepForR
Dependencies:cligluelifecyclemagrittrplyrRcppreshape2rlangstringistringrvctrs
