Bose A., Chatterjee S. U-Statistics, Mm-Estimators and Resampling

Singapore: Springer, 2018. — 181 p.This is an introductory text on a broad class of statistical estimators that are minimizers of convex functions. It covers the basics of U-statistics and Mm-estimators and develops their asymptotic properties. It also provides an elementary introduction to resampling, particularly in the context of these estimators. The last chapter is on practical implementation of the methods presented in other chapters, using the free software R.Introduction to U-statistics
Mm-estimators and U-statistics
Introduction to resampling
Resampling U-statistics and M-estimators
An Introduction to R