dobin: Dimension Reduction for Outlier Detection

A dimension reduction technique for outlier detection. DOBIN: a Distance based Outlier BasIs using Neighbours, constructs a set of basis vectors for outlier detection. This is not an outlier detection method; rather it is a pre-processing method for outlier detection. It brings outliers to the fore-front using fewer basis vectors (Kandanaarachchi, Hyndman 2019) <doi:10.13140/RG.2.2.15437.18403>.

Package details

AuthorSevvandi Kandanaarachchi [aut, cre] (<https://orcid.org/0000-0002-0337-0395>)
MaintainerSevvandi Kandanaarachchi <sevvandik@gmail.com>
LicenseMIT + file LICENSE
Version1.0.2
URL https://sevvandi.github.io/dobin/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("dobin")

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dobin documentation built on Feb. 24, 2020, 9:07 a.m.