Comparison of Robust Estimators’ Performance for Detecting Outliers in Multivariate Data

In multivariate data, outliers are difficult to detect especially when the dimension of the data increase. Mahalanobis distance (MD) has been one of the classical methods to detect outliers for multivariate data. However, the classical mean and covariance matrix in MD suffered from masking and swamp...

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Main Authors: Sharifah Sakinah, Syed Abd Mutalib, Siti Zanariah, Satari, Wan Nur Syahidah, Wan Yusoff
格式: Article
語言:English
出版: Universiti Teknologi MARA (UiTM) 2021
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在線閱讀:http://umpir.ump.edu.my/id/eprint/32427/8/Comparison%20of%20Robust%20Estimators.pdf
http://umpir.ump.edu.my/id/eprint/32427/
https://ejournal.um.edu.my/index.php/JOSMA/article/view/32399
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機構: Universiti Malaysia Pahang Al-Sultan Abdullah
語言: English

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