r-ceriolioutlierdetection 1.1.15
Propagated dependencies: r-robustbase@0.99-7
Channel: guix-cran
Licenses: GPL 2+
Build system: r
Synopsis: Outlier Detection Using the Iterated RMCD Method of Cerioli (2010)
Description:
This package implements the iterated RMCD method of Cerioli (2010) for multivariate outlier detection via robust Mahalanobis distances. Also provides the finite-sample RMCD method discussed in the paper, as well as the methods provided in Hardin and Rocke (2005) <doi:10.1198/106186005X77685> and Green and Martin (2017) <https://christopherggreen.github.io/papers/hr05_extension.pdf>. See also Chapter 2 of Green (2017) <https://digital.lib.washington.edu/researchworks/handle/1773/40304>.
Total packages: 1