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DESCRIPTION
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Type: Package
Package: unusualprofile
Title: Calculates Conditional Mahalanobis Distances
Version: 0.1.4
Authors@R: c(
person("W. Joel", "Schneider", , "[email protected]", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-8393-5316")),
person("Feng", "Ji", , "[email protected]", role = "aut")
)
Description: 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.
License: GPL (>= 3)
URL: https://github.com/wjschne/unusualprofile, https://wjschne.github.io/unusualprofile/
BugReports: https://github.com/wjschne/unusualprofile/issues
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
VignetteBuilder:
knitr
Encoding: UTF-8
Language: en-US
LazyData: TRUE
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.1