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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 "DepecheR" in publications use:'
type: software
license: MIT
title: 'DepecheR: Determination of essential phenotypic elements of clusters in high-dimensional
  entities'
version: 1.21.3
abstract: The purpose of this package is to identify traits in a dataset that can
  separate groups. This is done on two levels. First, clustering is performed, using
  an implementation of sparse K-means. Secondly, the generated clusters are used to
  predict outcomes of groups of individuals based on their distribution of observations
  in the different clusters. As certain clusters with separating information will
  be identified, and these clusters are defined by a sparse number of variables, this
  method can reduce the complexity of data, to only emphasize the data that actually
  matters.
authors:
- family-names: Theorell
  given-names: Jakob
  email: jakob.theorell@ki.se
  orcid: https://orcid.org/0000-0001-8752-3151
- family-names: Theorell
  given-names: Axel
  email: axel.theorell@gmail.com
preferred-citation:
  type: article
  title: Determination of essential phenotypic elements of clusters in high-dimensional
    entities - DEPECHE
  authors:
  - family-names: Theorell
    given-names: Axel
    email: axel.theorell@gmail.com
  - family-names: Bryceson
    given-names: Yenan
  - family-names: Theorell
    given-names: Jakob
    email: jakob.theorell@ki.se
    orcid: https://orcid.org/0000-0001-8752-3151
  year: '2019'
  journal: PLoS One
  url: https://journals.plos.org/plosone/article/comments?id=10.1371/journal.pone.0203247
repository: https://bioc.r-universe.dev
date-released: '2024-06-21'
contact:
- family-names: Theorell
  given-names: Jakob
  email: jakob.theorell@ki.se
  orcid: https://orcid.org/0000-0001-8752-3151