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VIOM_MSOM

Simultaneous detection of VIOM and MSOM outliers using robust estimation

This MATLAB code implements the simulation study (simMain.m) and real-world examples (ExMain.m) included in the paper:

Insolia Luca, Chiaromonte Francesca, and Riani Marco (2020), "A Robust Estimation Approach for Mean-Shift and Variance-Inflation Outliers". Festschrift in Honor of R. Dennis Cook. Efstathia Bura and Bing Li (eds.), Springer, 2021.

It is fully integrated with FSDA. See for instance our new viom() function therein.

It has been tested on MATLAB R2019b and the FSDA 2020a release. This should work also for R users using the fsdaR package MATLAB Runtime.

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