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Robust Statistics: The Approach Based on Influence Functions

Technometrics · 1987 · Vol. 29(2) · pp. 240–240

Abstract

1. Introduction and Motivation. 2. One-Dimensional Estimators. 3. One-Dimensional Tests. 4. Multidimensional Estimators. 5. Estimation of Covariance Matrices and Multivariate Location. 6. Linear Models: Robust Estimation. 7. Linear Models: Robust Testing. 8. Complements and Outlook. References. Index.

Advanced Statistical Methods and ModelsAdvanced Statistical Process MonitoringPesticide Residue Analysis and SafetyEstimatorMultivariate statisticsCovarianceRobust statisticsStatisticsMathematicsLinear modelEconometricsEstimation of covariance matricesM-estimator

Funding

  • National Science Foundation
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