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Robust Statistical Procedures

Asymptotics and Interrelations

by Pranab Kumar Sen

Cover of Robust Statistical Procedures

A broad and unified methodology for robust statistics—with exciting new applications Robust statistics is one of the fastest growing fields in contemporary statistics. It is also one of the more diverse and sometimes confounding areas, given the many different assessments and interpretations of robustness by theoretical and applied statisticians. This innovative book unifies the many varied, yet related, concepts of robust statistics under a sound theoretical modulation. It seamlessly integrates asymptotics and interrelations, and provides statisticians with an effective system for dealing with the interrelations between the various classes of procedures.

Robust statisticsEstimation theoryAsymptotic statisticsLimit theoremsMathematical statisticsStatistiques robustesStochastische modellenRobuste Scha˜tzungNon-parametrische statistiekRobuste StatistikProbabilities