dobin-package

<img src="figures/logo.png?package=dobin&version=1.0.4" style="float: right" alt="logo" width="120">
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 2020) tools:::Rd_expr_doi("10.1080/10618600.2020.1807353").

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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 2020) <doi:10.1080/10618600.2020.1807353>.

Sevvandi Kandanaarachchi

dobin

Dimension Reduction for Outlier Detection

dobin-package function

Maintainer: Sevvandi Kandanaarachchi <a href="/link/sevvandik%40gmail.com?package=dobin&version=1.0.4" data-mini-rdoc="dobin::sevvandik@gmail.com">sevvandik@gmail.com</a> (<a href="https://orcid.org/0000-0002-0337-0395">ORCID</a>)

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
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 2020) tools:::Rd_expr_doi("10.1080/10618600.2020.1807353").

dobin: Dimension Reduction for Outlier Detection — dobin-package

Maintainer: Sevvandi Kandanaarachchi <a href='mailto:sevvandik@gmail.com'>sevvandik@gmail.com</a> (<a href='https://orcid.org/0000-0002-0337-0395'>ORCID</a>)

dobin-package: dobin: Dimension Reduction for Outlier Detection

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