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:Steffen Moritz [aut, cre], Lingbing Feng [aut], Gen Nowak [ctb], Alan. H. Welsh [ctb], Terry. J. O'Neill [ctb]

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

Peer review:

Bug tracker:https://github.com/steffenmoritz/imputer/issues

On CRAN:

missing-data

28 exports 14 stars 1.97 score 11 dependencies 1 mentions 48 scripts 297 downloads

Last updated 3 years agofrom:beda0d1053. Checks:OK: 7. Indexed: yes.

Exports:CubistRDetectgbmCglmboostRguessimputelassoClassoRmajormixErrormixGuessmrorderboxpcrRplotImplsRridgeCridgeRRmserpartCSimEvalSimImstepBackCstepBackRstepBothCstepBothRstepForCstepForR

Dependencies:cligluelifecyclemagrittrplyrRcppreshape2rlangstringistringrvctrs