Package: ddalpha
Type: Package
Title: Depth-Based Classification and Calculation of Data Depth
Version: 1.3.16
Date: 2024-09-29
Authors@R: c(person("Oleksii", "Pokotylo", role=c("aut", "cre"),
                                          email = "alexey.pokotylo@gmail.com"),
             person("Pavlo", "Mozharovskyi", role=c("aut"),
                                          email = "pavlo.mozharovskyi@telecom-paris.fr"),
             person("Rainer", "Dyckerhoff", role=c("aut"),
                                          email = "rainer.dyckerhoff@statistik.uni-koeln.de"),
             person("Stanislav", "Nagy", role=c("aut"),
                                          email = "nagy@karlin.mff.cuni.cz"))
Depends: R (>= 2.10), stats, utils, graphics, grDevices, MASS, class,
        robustbase, sfsmisc, geometry
Imports: Rcpp (>= 0.11.0)
LinkingTo: BH, Rcpp
Description: Contains procedures for depth-based supervised learning,
        which are entirely non-parametric, in particular the
        DDalpha-procedure (Lange, Mosler and Mozharovskyi, 2014
        <doi:10.1007/s00362-012-0488-4>). The training data sample is
        transformed by a statistical depth function to a compact
        low-dimensional space, where the final classification is done.
        It also offers an extension to functional data and routines for
        calculating certain notions of statistical depth functions. 50
        multivariate and 5 functional classification problems are
        included. (Pokotylo, Mozharovskyi and Dyckerhoff, 2019
        <doi:10.18637/jss.v091.i05>).
License: GPL-2
NeedsCompilation: yes
Packaged: 2026-07-04 13:11:55 UTC; root
Author: Oleksii Pokotylo [aut, cre], Pavlo Mozharovskyi [aut], Rainer
        Dyckerhoff [aut], Stanislav Nagy [aut]
Maintainer: Oleksii Pokotylo <alexey.pokotylo@gmail.com>
Repository: https://pokotylo.r-universe.dev
Date/Publication: 2024-10-01 03:08:36 UTC
RemoteUrl: https://github.com/cran/ddalpha
RemoteRef: HEAD
RemoteSha: 36b14b571620d9630e2520597c92efa5e2158e67