U-statistics, Mm-estimators and resampling

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Bose, Arup, Chatterjee, Snigdhansu
Lenguaje:eng
Publicado: Springer 2018
Materias:
Mathematical Physics and Mathematics
Acceso en línea:https://dx.doi.org/10.1007/978-981-13-2248-8
http://cds.cern.ch/record/2638873
_version_ 1780960003546415104
author Bose, Arup
Chatterjee, Snigdhansu
author_facet Bose, Arup
Chatterjee, Snigdhansu
author_sort Bose, Arup
collection CERN
description 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.
id cern-2638873
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2018
publisher Springer
record_format invenio
spelling cern-26388732021-04-21T18:43:11Zdoi:10.1007/978-981-13-2248-8http://cds.cern.ch/record/2638873engBose, ArupChatterjee, SnigdhansuU-statistics, Mm-estimators and resamplingMathematical Physics and MathematicsThis 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.Springeroai:cds.cern.ch:26388732018
spellingShingle Mathematical Physics and Mathematics
Bose, Arup
Chatterjee, Snigdhansu
U-statistics, Mm-estimators and resampling
title U-statistics, Mm-estimators and resampling
title_full U-statistics, Mm-estimators and resampling
title_fullStr U-statistics, Mm-estimators and resampling
title_full_unstemmed U-statistics, Mm-estimators and resampling
title_short U-statistics, Mm-estimators and resampling
title_sort u-statistics, mm-estimators and resampling
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-981-13-2248-8
http://cds.cern.ch/record/2638873
work_keys_str_mv AT bosearup ustatisticsmmestimatorsandresampling
AT chatterjeesnigdhansu ustatisticsmmestimatorsandresampling

Ejemplares similares