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Outlier Detection.zip (188.96 kB)

Outlier Detection

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Version 2 2018-09-17, 13:20
Version 1 2018-09-09, 19:34
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posted on 2018-09-17, 13:20 authored by Camilo MoraisCamilo Morais, Francis L MartinFrancis L Martin
MATLAB algorithm for automatic outlier detection using Hotelling T2 versus Q residuals charts.

If you use this software, please cite:

C.L.M. Morais, M. Paraskevaidi, L. Cui, N.J. Fullwood, M. Isabelle, K.M.G. Lima, P.L. Martin-Hirsch, H. Sreedhar, J. Trevisan, M.J. Walsh, D. Zhang, Y.G. Zhu, F.L. Martin. Standardization of complex biologically derived spectrochemical datasets. Nature Protocols 14, 1546-1577, 2019. DOI: 10.1038/s41596-019-0150-x

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    Keywords

    outlier detectionHotelling T2Q residualsCheminformaticsAnalytical Chemistry not elsewhere classified

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    GPL

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