Package: unusualprofile 0.1.4

unusualprofile: Calculates Conditional Mahalanobis Distances

Calculates a Mahalanobis distance for every row of a set of outcome variables (Mahalanobis, 1936 <doi:10.1007/s13171-019-00164-5>). The conditional Mahalanobis distance is calculated using a conditional covariance matrix (i.e., a covariance matrix of the outcome variables after controlling for a set of predictors). Plotting the output of the cond_maha() function can help identify which elements of a profile are unusual after controlling for the predictors.

Authors:W. Joel Schneider [aut, cre], Feng Ji [aut]

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

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

Bug tracker:https://github.com/wjschne/unusualprofile/issues

Pkgdown site:https://wjschne.github.io

Datasets:

On CRAN:

Conda:

4.20 score 2 stars 16 scripts 211 downloads 5 exports 37 dependencies

Last updated 1 years agofrom:6d7bd1745e. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 11 2025
R-4.5-winOKFeb 11 2025
R-4.5-macOKFeb 11 2025
R-4.5-linuxOKFeb 11 2025
R-4.4-winOKFeb 11 2025
R-4.4-macOKFeb 11 2025
R-4.3-winOKFeb 11 2025
R-4.3-macOKFeb 11 2025

Exports:cond_mahais_singularp2labelproportion_roundproportion2percentile

Dependencies:clicolorspacecpp11dplyrfansifarvergenericsggnormalviolinggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrR6RColorBrewerrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr

Calculations performed by the unusualprofile package

W. Joel Schneider & Feng Ji

Rendered fromunusualprofile_calculations.Rmdusingknitr::rmarkdownon Feb 11 2025.

Last update: 2022-12-13
Started: 2021-02-09