U-statistics, Mm-estimators and Resampling / Arup Bose; & Snigdhansu Chatterjee
Material type:
TextPublisher number: :Variety Books Publishers & Distributors | :B-10 Street No 2 West Vinod Nagar Delhi 110092 Series: Texts and Reading in Mathematics 75Publication details: New Delhi :Hindustan Book Agency 2018Description: xiii,171p. 24cmISBN: - 9789386279712
- 519.5 BOS
| Item type | Current library | Call number | Status | Notes | Barcode | |
|---|---|---|---|---|---|---|
Mathematics Departmental Library
|
SNU LIBRARY | 519.5 BOS (Browse shelf(Opens below)) | Available | FPDA Grant | M259 |
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.
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.
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