High breakdown mixture discriminant analysis

DOI10.1016/j.jmva.2003.12.003zbMath1087.62076OpenAlexW2002063705MaRDI QIDQ707399

Shaheena Bashir, Edward M. Carter

Publication date: 9 February 2005

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmva.2003.12.003

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Robustness and adaptive procedures (parametric inference) (62F35)

Related Items (8)

EXPECTED MAXIMIZATION ALGORITHM: PROJECTION DEPTH APPROACH ⋮ Performance of High Breakdown Mixture Discriminant Analysis Under Different Biweight Functions ⋮ On the Optimality of Multivariate S-Estimators ⋮ Missing data imputation through GTM as a mixture of \(t\)-distributions ⋮ A robust EM clustering approach: ROBEM ⋮ Robust supervised classification with mixture models: learning from data with uncertain labels ⋮ Robust Reduced Rank Mixture Discriminant Analysis ⋮ S-estimation of hidden Markov models

Cites Work

• On the relation between S-estimators and M-estimators of multivariate location and covariance
• Robust m-estimators of multivariate location and scatter
• High breakdown estimation for multiple populations with applications to discriminant analysis
• Some recent research in the analysis of mixture distributions
• Least Median of Squares Regression
• Robust linear discriminant analysis using S-estimators
• Robust Statistics
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