Package: OutliersO3 0.6.3

OutliersO3: Draws Overview of Outliers (O3) Plots

Potential outliers are identified for all combinations of a dataset's variables. O3 plots are described in Unwin(2019) <doi:10.1080/10618600.2019.1575226>. The available methods are HDoutliers() from the package 'HDoutliers', FastPCS() from the package 'FastPCS', mvBACON() from 'robustX', adjOutlyingness() from 'robustbase', DectectDeviatingCells() from 'cellWise', covMcd() from 'robustbase'.

Authors:Antony Unwin

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OutliersO3.pdf |OutliersO3.html✨
OutliersO3/json (API)
NEWS

# Install 'OutliersO3' in R:
install.packages('OutliersO3', repos = c('https://impaug.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

On CRAN:

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

3.78 score 1 stars 30 scripts 243 downloads 4 exports 128 dependencies

Last updated 5 years agofrom:41c935239b. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 08 2024
R-4.5-winOKNov 08 2024
R-4.5-linuxOKNov 08 2024
R-4.4-winOKNov 08 2024
R-4.4-macOKNov 08 2024
R-4.3-winOKNov 08 2024
R-4.3-macOKNov 08 2024

Exports:O3plotColoursO3plotMO3plotTO3prep

Dependencies:abindbackportsbase64encbootbroombslibcachemcarcarDatacellWisecliclustercolorspacecowplotcpp11crayoncrosstalkdata.tableDEoptimRDerivdigestdoBydplyrDTellipseemmeansestimabilityevaluateFactoMineRfansifarverfastmapFastPCSflashClustFNNfontawesomeforcatsFormulafsgenericsGGallyggplot2ggrepelggstatsgluegridExtragtableHDoutliershighrhmshtmltoolshtmlwidgetshttpuvisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevalleapslifecyclelme4magrittrMASSMatrixMatrixModelsmatrixStatsmclustmemiscmemoisemgcvmicrobenchmarkmimeminqamodelrmultcompViewmunsellmvtnormnlmenloptrnnetnumDerivpatchworkpbkrtestpcaPPpillarpkgconfigplyrprettyunitsprogresspromisespurrrquantregR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenreshape2rlangrlistrmarkdownrobustbaserobustXrrcovsassscalesscatterplot3dshapeSparseMstringistringrsurvivalsvdtibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunXMLyaml

Different outlier tolerance levels for different O3 plots

Antony Unwin

Rendered fromMultTolLevels.Rmdusingknitr::rmarkdownon Nov 08 2024.

Last update: 2020-04-24
Started: 2019-01-18

Drawing O3 (Overview Of Outliers) plots

Antony Unwin

Rendered fromDrawingO3plots.Rmdusingknitr::rmarkdownon Nov 08 2024.

Last update: 2020-04-24
Started: 2019-01-18

Including results from other outlier identification methods in O3 plots

Antony Unwin

Rendered fromxtraO3methods.Rmdusingknitr::rmarkdownon Nov 08 2024.

Last update: 2019-01-18
Started: 2019-01-18

Drawing additional parallel coordinate plots to support O3 plots

Antony Unwin

Rendered fromPCPsO3.Rmdusingknitr::rmarkdownon Nov 08 2024.

Last update: 2020-04-24
Started: 2019-01-18