TY - BOOK AU - Bose, Arup AU - Bose, Arup; AU - Chatterjee, Snigdhansu., TI - U-statistics, Mm-estimators and Resampling T2 - Texts and Reading in Mathematics 75 SN - 9789386279712 U1 - 519.5 BOS PY - 2018/// CY - New Delhi PB - :Hindustan Book Agency KW - Mathematics KW - Probabilities and applied mathematics KW - Estimation theory KW - Resampling Statistics KW - Statistical Theory and Methods N1 - 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 N2 - 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. ER -