Cover image for U-Statistics, Mm-Estimators and Resampling
U-Statistics, Mm-Estimators and Resampling
Title:
U-Statistics, Mm-Estimators and Resampling
ISBN:
9789811322488
Personal Author:
Edition:
1st ed. 2018.
Publication Information New:
Singapore : Springer Nature Singapore : Imprint: Springer, 2018.
Physical Description:
XV, 174 p. online resource.
Series:
Texts and Readings in Mathematics,
Contents:
Chapter 1. Introduction to U-statistics -- Chapter 2. M-estimators and U-statistics -- Chapter 3. Introduction to resampling -- Chapter 4. Resampling U-statistics and M-estimators -- Chapter 5. An Introduction to R.
Abstract:
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.
Added Corporate Author:
Language:
English