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.
| Version: | 0.1.4 |
| Depends: | R (≥ 3.1) |
| Imports: | dplyr, ggnormalviolin, ggplot2, magrittr, purrr, rlang, stats, tibble, tidyr |
| Suggests: | bookdown, covr, extrafont, forcats, glue, kableExtra, knitr, lavaan, lifecycle, mvtnorm, patchwork, ragg, rmarkdown, roxygen2, scales, simstandard (≥ 0.6.3), stringr, sysfonts, testthat |
| Published: | 2024-02-14 |
| DOI: | 10.32614/CRAN.package.unusualprofile |
| Author: | W. Joel Schneider 
[aut, cre],
Feng Ji [aut] |
| Maintainer: | W. Joel Schneider <w.joel.schneider at gmail.com> |
| BugReports: | https://github.com/wjschne/unusualprofile/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/wjschne/unusualprofile, https://wjschne.github.io/unusualprofile/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README, NEWS |
| CRAN checks: | unusualprofile results |
Documentation:
| Reference manual: | unusualprofile.html , unusualprofile.pdf |
| Vignettes: |
Calculations performed by the unusualprofile package (source, R code) |
Downloads:
| Package source: | unusualprofile_0.1.4.tar.gz |
| Windows binaries: | r-devel: unusualprofile_0.1.4.zip, r-release: unusualprofile_0.1.4.zip, r-oldrel: unusualprofile_0.1.4.zip |
| macOS binaries: | r-release (arm64): unusualprofile_0.1.4.tgz, r-oldrel (arm64): unusualprofile_0.1.4.tgz, r-release (x86_64): unusualprofile_0.1.4.tgz, r-oldrel (x86_64): unusualprofile_0.1.4.tgz |
| Old sources: | unusualprofile archive |
Linking:
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