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# CITATION.cff file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "kedd" in publications use:'
type: software
license: GPL-2.0-or-later
title: 'kedd: Kernel Estimator and Bandwidth Selection for Density and Its Derivatives'
version: 2.0.0
doi: 10.48550/arXiv.2012.06102
identifiers:
- type: doi
  value: 10.32614/CRAN.package.kedd
abstract: 'Kernel estimation of a univariate probability density and of its derivatives
  of any order r, with data-driven bandwidth selection. Provides the kernel estimator
  of the derivative of order r, the kernels, their derivatives and convolutions, and
  eight bandwidth selectors: the asymptotic MISE rule (AMISE), and unbiased (UCV),
  biased (BCV1, BCV2), complete (CCV), modified (MCV), trimmed (TCV), smoothed (SCV)
  and maximum-likelihood (MLCV) cross-validation. Supports ten named kernels (Gaussian,
  Epanechnikov, uniform, triangular, biweight, triweight, tricube, cosine, Silverman,
  logistic) and the power family Pow(s,t), c(1-|x|^s)^t on [-1,1]. Results are S4
  objects with ''ggplot2'' graphics; the O(n^2) criteria are computed in C++ (''Rcpp'')
  with ''OpenMP'' parallelism. Includes five example samples from Marron and Wand
  (1992) normal mixtures, a vignette and demos. Companion to Guidoum (2020) <https://doi.org/10.48550/arXiv.2012.06102>.'
authors:
- family-names: Guidoum
  given-names: Arsalane Chouaib
  email: acguidoum@univ-tam.dz
  orcid: https://orcid.org/0000-0003-3781-2160
- family-names: Henider
  given-names: Amel
  email: amel.henider@univ-tam.dz
preferred-citation:
  type: generic
  title: 'Kernel Estimator and Bandwidth Selection for Density and Its Derivatives:
    The kedd Package'
  authors:
  - family-names: Guidoum
    given-names: Arsalane Chouaib
    email: acguidoum@univ-tam.dz
    orcid: https://orcid.org/0000-0003-3781-2160
  year: '2020'
  doi: 10.48550/arXiv.2012.06102
  url: https://arxiv.org/abs/2012.06102
repository: https://ac-guidoum.r-universe.dev
repository-code: https://github.com/ac-guidoum/kedd
commit: 47f3c75a75098b42bcb98db179220550ab536783
url: https://arxiv.org/abs/2012.06102
date-released: '2026-11-01'
contact:
- family-names: Guidoum
  given-names: Arsalane Chouaib
  email: acguidoum@univ-tam.dz
  orcid: https://orcid.org/0000-0003-3781-2160
references:
- type: manual
  title: 'kedd: Kernel Estimator and Bandwidth Selection for Density and Its Derivatives'
  authors:
  - family-names: Guidoum
    given-names: Arsalane Chouaib
  - family-names: Henider
    given-names: Amel
  year: '2026'
  notes: R package version 2.0.0
  url: https://github.com/ac-guidoum/kedd