Minimum covariance determinant
By Mia Hubert, Michiel Debruyne. 2010
285 citations recorded by the source corpus.
Subfields: Analytical Chemistry, Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/587b45eed4f373451bb09f2286adf000009d315f
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Analytical Chemistry
- Peter J. Rousseeuw
- Mia Hubert
- Samuel Madden
- D. Narayanan
- Peter Bailis
- Ellen Vandervieren
- K. V. Branden
- S. Van Aelst
In Statistics and Probability
- Mia Hubert
- Peter J. Rousseeuw
- Samuel Madden
- D. Narayanan
- Peter Bailis
- Sahaana Suri
- Edward Gan
- Kexin Rong
Citations in the corpus
- Robust statistics for outlier detection (2011, methodology): “For a more extensive review, see Ref 1.”
- MacroBase: Analytic Monitoring for the Internet of Things (2016, background): “The MCD summarizes a set of points according to its location (absolute distance in metric space) and scatter (relative distribution in metric space) and [28].”
- MacroBase: Prioritizing Attention in Fast Data (2016, methodology): “For multivariate data, the Minimum Covariance Determinant (MCD) provides similar robust estimates for location and spread [47].”