robustX

swMATH18256CRANrobustXMaRDI QIDQ30099

'eXtra' / 'eXperimental' Functionality for Robust Statistics

Werner A. Stahel, Martin Maechler

Last update: 16 June 2023

Copyright license: GNU General Public License, version 3.0, GNU General Public License, version 2.0

Software version identifier: 1.2-6, 1.1-0, 1.1-1, 1.1-2, 1.1-3, 1.1-4, 1.2-2, 1.2-3, 1.2-4, 1.2-5, 1.2-7

Source code repository: https://github.com/cran/robustX

Description

Robustness – 'eXperimental', 'eXtraneous', or 'eXtraordinary' Functionality for Robust Statistics. Hence methods which are not well established, often related to methods in package 'robustbase'. Amazingly, 'BACON()', originally by Billor, Hadi, and Velleman (2000) <doi:10.1016/S0167-9473(99)00101-2> has become established in places. The "barrow wheel" 'rbwheel()' is from Stahel and Mächler (2009) <doi:10.1111/j.1467-9868.2009.00706.x>.

Cites work

• BACON: blocked adaptive computationally efficient outlier nominators
• Invariant Co-Ordinate Selection

Related Items (6)

Shape bias of robust covariance estimators: an empirical study ⋮ OutliersO3 ⋮ Finding multivariate outliers with FastPCS ⋮ ICS for Multivariate Outlier Detection with Application to Quality Control ⋮ Unnamed Item ⋮ dmbc

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