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robustX (version 1.2-7)

'eXtra' / 'eXperimental' Functionality for Robust Statistics

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) has become established in places. The "barrow wheel" `rbwheel()` is from Stahel and Mächler (2009) .

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Version

Install

install.packages('robustX')

Monthly Downloads

368

Version

1.2-7

License

GPL (>= 2)

Maintainer

Martin Maechler

Last Published

June 16th, 2023

Functions in robustX (1.2-7)

robustX-package

eXperimental eXtraneous ... Functionality for Robust Statistics
L1median

Compute the Multivariate L1-Median aka 'Spatial Median'
Qrot

Rotation Matrix to Specific Direction
mvBACON

BACON: Blocked Adaptive Computationally-Efficient Outlier Nominators
rbwheel

Multivariate Barrow Wheel Distribution Random Vectors
covNNC

Robust Covariance Estimation via Nearest Neighbor Cleaning
reclas

Recursive Robust Median-like Location and Scale
BACON

BACON for Regression or Multivariate Covariance Estimation