DESCRIPTION

Package: dobin
Type: Package
Title: Dimension Reduction for Outlier Detection
Version: 1.0.4
Authors@R: person("Sevvandi", "Kandanaarachchi", email = "sevvandik@gmail.com",
  role = c("aut", "cre"), comment = c(ORCID = "0000-0002-0337-0395"))
Maintainer: Sevvandi Kandanaarachchi <sevvandik@gmail.com>
Description: 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>. 
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Imports: 
    dbscan,
    ggplot2,
    pracma
RoxygenNote: 7.2.1
Suggests: 
    knitr,
    rmarkdown,
    OutliersO3,
    FNN
VignetteBuilder: knitr
Depends: 
    R (>= 3.4.0)
URL: https://sevvandi.github.io/dobin/