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DESCRIPTION
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Package: DepthProc
Version: 2.2.0
Title: Statistical Depth Functions for Multivariate Analysis
Authors@R: c(
person("Zygmunt", "Zawadzki", role = c("aut", "cre"), email = "zygmunt@zstat.pl"),
person("Daniel", "Kosiorowski", role = c("aut"), email = "dkosioro@uek.krakow.pl"),
person("Krzysztof", "Slomczynski", role = c("ctb"), email = "krzysztofslomczynski@gmail.com"),
person("Mateusz", "Bocian", role = c("ctb")),
person("Anna", "Wegrzynkiewicz", role = c("ctb"))
)
Description: Data depth concept offers a variety of powerful and user friendly
tools for robust exploration and inference for multivariate data. The offered
techniques may be successfully used in cases of lack of our knowledge on
parametric models generating data due to their nature. The
package consist of among others implementations of several data depth techniques
involving multivariate quantile-quantile plots, multivariate scatter estimators,
multivariate Wilcoxon tests and robust regressions.
License: GPL-2
Depends:
R (>= 3.0.0)
Imports:
ggplot2,
rrcov,
methods,
MASS,
np,
lattice,
sm,
geometry,
colorspace,
zoo,
grDevices,
rlang
Suggests:
mvtnorm,
rgl,
sn,
robustbase,
dplyr,
xts,
covr,
testthat,
fda,
lintr,
roxygen2,
pkgbuild
LinkingTo: Rcpp, RcppArmadillo
RoxygenNote: 7.3.3
Encoding: UTF-8
URL: https://www.depthproc.zstat.pl/, https://github.com/zzawadz/DepthProc
BugReports: https://github.com/zzawadz/DepthProc/issues