Bose, Arup

U-Statistics, Mm-Estimators and resampling - New Delhi: Hindustan Book Agency, 2018 - xiii, 171p. ; hb. ; 25cm. - Text and Readings in Mathematics .

Includes index and bibliography

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

9789386279712


Resampling (Statistics)
Estimation theory
Mathematical statistics
Statistics
Probabilities and applied mathematics

519.5 / BOS