Build Status

LinRegOutliers

A Julia package for outlier detection in linear regression.

Implemented Methods

  • Hadi & Simonoff (1993)
  • Kianifard & Swallow (1989)
  • Sebert & Montgomery & Rollier (1998)
  • Least Median of Squares
  • Least Trimmed Squares
  • Minimum Volume Ellipsoid (MVE)
  • MVE & LTS Plot
  • Billor & Chatterjee & Hadi (2006)
  • Pena & Yohai (1995)
  • Satman (2013)