Editorial: Special issue on advances in data mining and robust statistics

DOI10.1016/J.CSDA.2015.09.004zbMath1469.00036OpenAlexW2213248280MaRDI QIDQ1660227

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Publication date: 15 August 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2015.09.004

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Proceedings, conferences, collections, etc. pertaining to statistics (62-06) Collections of articles of miscellaneous specific interest (00B15) Statistical aspects of big data and data science (62R07)

Cites Work

• Sparse estimation of high-dimensional correlation matrices
• Robust estimation of precision matrices under cellwise contamination
• Robust groupwise least angle regression
• Robust tests for linear regression models based on \(\tau\)-estimates
• Minimum volume peeling: a robust nonparametric estimator of the multivariate mode
• New upper bounds for tight and fast approximation of Fisher's exact test in dependency rule mining
• Noise peeling methods to improve boosting algorithms

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