A fast algorithm for the minimum covariance determinant estimator

作者: Katrien Van Driessen , Peter J. Rousseeuw

DOI: 10.2307/1270566

关键词: Robust statisticsOrder statisticMahalanobis distanceOutlierMathematical optimizationMathematicsEstimatorCovariance matrixMultivariate normal distributionAlgorithmCovariance

摘要: … , we start by applying FAST-MCD to some small datasets taken from Rousseeuw and Leroy (1987). To be precise, these were all regression datasets, but we ran FASTMCD only on the …

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