Rusch, Thomas, Mair, Patrick, Hornik, Kurt. 2017. cordillera: Calculation of the OPTICS Cordillera.
BibTeX
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'.
Tags
Press 'enter' for creating the tagPublication's profile
Status of publication | Published |
---|---|
Affiliation | WU |
Type of publication | Software |
Title | cordillera: Calculation of the OPTICS Cordillera |
Date | July 24, 2017 |
Version | 0.7-0 |
Licence | GPL |
Programming language | R |
Associations
- People
- Rusch, Thomas (Details)
- Hornik, Kurt (Details)
- External
- Mair, Patrick (Harvard, United States/USA)
- Organization
- Competence Center for Empirical Research Methods WE (Details)
- Research areas (Ă–STAT Classification 'Statistik Austria')
- 1162 Statistics (Details)
- 5509 Psychological methodology (Details)
- 5701 Applied statistics (Details)
- 5704 Social statistics (Details)
- 5912 Social sciences (interdisciplinary) (Details)