Title: Robust Statistics
Author: Peter J. Huber and Elvezio M. Ronchetti
Chapter 1: Generalities
Chapter 2: The Weak Topology and Its Metrization
Chapter 3: The Basic Types of Estimates
Chapter 4: Asymptotic Minimax Theory for Estimating Location
Chapter 5: Scale Estimates
Chapter 6: Multiparameter Problems - In Particular Joint Estimation of Location and Scale
Chapter 7: Regression
Chapter 8: Robust Covariance and Correlation Matrices
Chapter 9: Robustness of Design
Chapter 10: Exact Finite Sample Results
Chapter 11: Finiste Sample Breakdown Point
Chapter 12: Infinitesimal Robustness
Chapter 13: Robust Tests
Chapter 14: Small Sample Asymptotics
Chapter 15: Bayesian Robustness