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)