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Detection of outliers using Iteratively Reweighted Least Squares Algorithm

Publication

Abstract

Automatic detection of outliers with robust statistic estimator resistant to multiple errors. The method is based on the iteratively re-weighted least squares adjustment (IRLS).

Our approach uses an iterative algoritm with the heuristic decrement of weights of elements suspected to be outliers.