Robust Statistical Procedures

Description:

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.

subjects: Robust statistics,  Estimation theory,  Asymptotic statistics,  Limit theorems,  Mathematical statistics,  Statistiques robustes,  Stochastische modellen,  Robuste Scha˜tzung,  Non-parametrische statistiek,  Robuste Statistik,  Probabilities