cordillera: Calculation of the OPTICS Cordillera

Thomas Rusch; Patrick Mair; Kurt Hornik

cordillera: Calculation of the OPTICS Cordillera

Kompetenzzentrum für Empirische Forschungsmethoden

Publikation: Elektronische/multimediale Veröffentlichungen › Software

Abstract

Functions for calculating the OPTICS Cordillera. The OPTICS Cordillera measures the amount of 'clusteredness' in a numeric data matrix within a distance-density based framework for a given minimum number of points comprising a cluster, as described in Rusch, Hornik, Mair (2017) <doi:10.1080/10618600.2017.1349664>. There is an R native version and a version that uses 'ELKI', with methods for printing, summarizing, and plotting the result. There also is an interface to the reference implementation of OPTICS in 'ELKI'.

Originalsprache	Englisch
Publikationsstatus	Veröffentlicht - 24 Juli 2017

Österreichische Systematik der Wissenschaftszweige (ÖFOS)

101018 Statistik
501
509013 Sozialstatistik
509

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https://cran.r-project.org/package=cordilleraLizenz: GNU GPL

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1 Originalbeitrag in Fachzeitschrift
1 WU Working Paper

Assessing and quantifying clusteredness: The OPTICS Cordillera
Rusch, T., Hornik, K. & Mair, P., 2018, in: Journal of Computational and Graphical Statistics. 27, 1, S. 220 - 233
Publikation: Wissenschaftliche Fachzeitschrift › Originalbeitrag in Fachzeitschrift › Begutachtung

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Assessing and quantifying clusteredness: The OPTICS Cordillera
Rusch, T., Hornik, K. & Mair, P., 2016, (Discussion Paper Series / Center for Empirical Research Methods; Nr. 2016/1).
Publikation: Working/Discussion Paper › WU Working Paper

Open Access
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48 Downloads (Pure)

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title = "cordillera: Calculation of the OPTICS Cordillera",

abstract = "Functions for calculating the OPTICS Cordillera. The OPTICS Cordillera measures the amount of 'clusteredness' in a numeric data matrix within a distance-density based framework for a given minimum number of points comprising a cluster, as described in Rusch, Hornik, Mair (2017) . There is an R native version and a version that uses 'ELKI', with methods for printing, summarizing, and plotting the result. There also is an interface to the reference implementation of OPTICS in 'ELKI'.",

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AB - Functions for calculating the OPTICS Cordillera. The OPTICS Cordillera measures the amount of 'clusteredness' in a numeric data matrix within a distance-density based framework for a given minimum number of points comprising a cluster, as described in Rusch, Hornik, Mair (2017) . There is an R native version and a version that uses 'ELKI', with methods for printing, summarizing, and plotting the result. There also is an interface to the reference implementation of OPTICS in 'ELKI'.

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cordillera: Calculation of the OPTICS Cordillera

Abstract

Österreichische Systematik der Wissenschaftszweige (ÖFOS)

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Assessing and quantifying clusteredness: The OPTICS Cordillera

Assessing and quantifying clusteredness: The OPTICS Cordillera

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