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# CITATION 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 "NBLDA" in publications use:'
type: software
title: 'NBLDA: Negative Binomial Linear Discriminant Analysis'
version: 1.0.1.9000
identifiers:
- type: doi
  value: 10.32614/CRAN.package.NBLDA
abstract: 'We proposed a package for the classification task which uses Negative Binomial
  distribution within Linear Discriminant Analysis (NBLDA). It is an extension of
  the ''PoiClaClu'' package to Negative Binomial distribution. The classification
  algorithms are based on the papers Dong et al. (2016, ISSN: 1471-2105) and Witten,
  DM (2011, ISSN: 1932-6157) for NBLDA and PLDA, respectively. Although PLDA is a
  sparse algorithm and can be used for variable selection, the algorithm proposed
  by Dong et al. is not sparse. Therefore, it uses all variables in the classifier.
  Here, we extend Dong et al.''s algorithm to the sparse case by shrinking overdispersion
  towards 0 (Yu et al., 2013, ISSN: 1367-4803) and offset parameter towards 1 (as
  proposed by Witten DM, 2011). We support only the classification task with this
  version.'
authors:
- family-names: Goksuluk
  given-names: Dincer
  email: dincergoksuluk@erciyes.edu.tr
- family-names: Zararsiz
  given-names: Gokmen
- family-names: Korkmaz
  given-names: Selcuk
preferred-citation:
  type: manual
  title: 'NBLDA: Negative Binomial Linear Discriminant Analysis'
  authors:
  - family-names: Goksuluk
    given-names: Dincer
    email: dincer.goksuluk@hacettepe.edu.tr
  - family-names: Zararsiz
    given-names: Gokmen
  - family-names: Korkmaz
    given-names: Selcuk
  - family-names: Karaagaoglu
    given-names: Ahmet Ergun
  year: '2022'
  notes: R package version 1.0.1.9000
  url: https://CRAN.R-project.org/package=NBLDA
repository: https://dncr.r-universe.dev
commit: 3b098934a8797dc9546483eb244960ae4f9ca084
date-released: '2022-02-21'
contact:
- family-names: Goksuluk
  given-names: Dincer
  email: dincergoksuluk@erciyes.edu.tr