LEADER 02487nam 22005535 450 001 9910300100903321 005 20250409111948.0 010 $a978-981-13-2248-8 010 $a981-13-2248-1 024 7 $a10.1007/978-981-13-2248-8 035 $a(CKB)4100000005958488 035 $a(DE-He213)978-981-13-2248-8 035 $a(MiAaPQ)EBC6314648 035 $a(PPN)229913326 035 $a(EXLCZ)994100000005958488 100 $a20180828d2018 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aU-Statistics, Mm-Estimators and Resampling /$fby Arup Bose, Snigdhansu Chatterjee 205 $a1st ed. 2018. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2018. 215 $a1 online resource (XV, 174 p.) 225 1 $aTexts and Readings in Mathematics,$x2366-8725 311 08$a981-13-2247-3 320 $aIncludes bibliographical references and index. 327 $aChapter 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. 330 $aThis is an introductory text on a broad class of statistical estimators that are minimizers of convex functions. It covers the basics of U-statistics and Mm-estimators and develops their asymptotic properties. It also provides an elementary introduction to resampling, particularly in the context of these estimators. The last chapter is on practical implementation of the methods presented in other chapters, using the free software R. 410 0$aTexts and Readings in Mathematics,$x2366-8725 606 $aStatistics 606 $aMathematical statistics$xData processing 606 $aStatistical Theory and Methods 606 $aStatistics and Computing 615 0$aStatistics. 615 0$aMathematical statistics$xData processing. 615 14$aStatistical Theory and Methods. 615 24$aStatistics and Computing. 676 $a519.5 700 $aBose$b Arup$4aut$4http://id.loc.gov/vocabulary/relators/aut$0768007 702 $aChatterjee$b Snigdhansu$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910300100903321 996 $aU-Statistics, Mm-Estimators and Resampling$92205550 997 $aUNINA