# ------------------------------------------------
# CITATION.cff file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# ------------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "ddalpha" in publications use:'
type: software
license: GPL-2.0-only
title: 'ddalpha: Depth-Based Classification and Calculation of Data Depth'
version: 1.3.16
doi: 10.18637/jss.v091.i05
identifiers:
- type: doi
  value: 10.32614/CRAN.package.ddalpha
abstract: Contains procedures for depth-based supervised learning, which are entirely
  non-parametric, in particular the DDalpha-procedure (Lange, Mosler and Mozharovskyi,
  2014 <https://doi.org/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 <https://doi.org/10.18637/jss.v091.i05>).
authors:
- family-names: Pokotylo
  given-names: Oleksii
  email: alexey.pokotylo@gmail.com
- family-names: Mozharovskyi
  given-names: Pavlo
  email: pavlo.mozharovskyi@telecom-paris.fr
- family-names: Dyckerhoff
  given-names: Rainer
  email: rainer.dyckerhoff@statistik.uni-koeln.de
- family-names: Nagy
  given-names: Stanislav
  email: nagy@karlin.mff.cuni.cz
preferred-citation:
  type: article
  title: Depth and Depth-Based Classification with R Package ddalpha
  authors:
  - family-names: Pokotylo
    given-names: Oleksii
    email: oleksii.pokotylo@gmail.com
  - family-names: Mozharovskyi
    given-names: Pavlo
    email: pavlo.mozharovskyi@ensai.fr
  - family-names: Dyckerhoff
    given-names: Rainer
    email: rainer.dyckerhoff@statistik.uni-koeln.de
  journal: Journal of Statistical Software
  year: '2019'
  volume: '91'
  issue: '5'
  doi: 10.18637/jss.v091.i05
  start: '1'
  end: '46'
repository: https://cran.r-universe.dev
commit: 36b14b571620d9630e2520597c92efa5e2158e67
date-released: '2024-09-29'
contact:
- family-names: Pokotylo
  given-names: Oleksii
  email: alexey.pokotylo@gmail.com