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Robust mean and covariance matrix estimation under heterogeneous mixed-effects model with missing values

A. Hippert Ferrer, Mohammed Nabil El Korso, Arnaud Breloy, Guillaume Ginolhac

2021Signal Processing11 citationsDOI

Topics & Concepts

OutlierEstimatorCovariance matrixExpectation–maximization algorithmMissing dataCovarianceAlgorithmComputer scienceContext (archaeology)Data setPrincipal component analysisMathematicsMathematical optimizationStatisticsArtificial intelligenceMachine learningMaximum likelihoodBiologyPaleontologyAdvanced Statistical Methods and ModelsBlind Source Separation TechniquesStatistical Distribution Estimation and Applications
Robust mean and covariance matrix estimation under heterogeneous mixed-effects model with missing values | Litcius