Package: mimi 0.2.0

Genevieve Robin

mimi: Main Effects and Interactions in Mixed and Incomplete Data

Generalized low-rank models for mixed and incomplete data frames. The main function may be used for dimensionality reduction of imputation of numeric, binary and count data (simultaneously). Main effects such as column means, group effects, or effects of row-column side information (e.g. user/item attributes in recommendation system) may also be modelled in addition to the low-rank model. Geneviève Robin, Olga Klopp, Julie Josse, Éric Moulines, Robert Tibshirani (2018) <arxiv:1806.09734>.

Authors:Geneviève Robin

mimi_0.2.0.tar.gz
mimi_0.2.0.tar.gz(r-4.5-noble)mimi_0.2.0.tar.gz(r-4.4-noble)
mimi_0.2.0.tgz(r-4.4-emscripten)mimi_0.2.0.tgz(r-4.3-emscripten)
mimi.pdf |mimi.html
mimi/json (API)

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

Peer review:

Datasets:
  • acs2016 - Excerpt of the 2016 Public Use American Census Survey

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 8 scripts 237 downloads 1 mentions 3 exports 109 dependencies

Last updated 6 years agofrom:2cb9df09ae. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 21 2024
R-4.5-linuxNOTENov 21 2024

Exports:covmatcv.mimimimi

Dependencies:abindbackportsbase64encbootbroombslibcachemcarcarDatacliclustercodetoolscolorspacecowplotcpp11crosstalkdata.tableDerivdigestdoBydoParalleldplyrDTellipseemmeansestimabilityevaluateFactoMineRfansifarverfastmapflashClustfontawesomeforeachFormulafsgenericsggplot2ggrepelglmnetgluegtablehighrhtmltoolshtmlwidgetshttpuvisobanditeratorsjquerylibjsonliteknitrlabelinglaterlatticelazyevalleapslifecyclelme4magrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamodelrmultcompViewmunsellmvtnormnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpromisespurrrquantregR6rappdirsrARPACKRColorBrewerRcppRcppEigenrlangrmarkdownRSpectrasassscalesscatterplot3dshapesoftImputeSparseMstringistringrsurvivaltibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml