ebooks logo journals logo reference works logo abstract databases logo
bullet  SIGN IN Register | Why Register? | Got a Voucher? alerts   marked lists   shopping cart 

informaworld

HOME   |   SEARCH   |   BROWSE
    Issues List       Latest Issue       Forthcoming Articles       Volume 8 Issue 2       Subscribe       Article       References       Related articles      
<< firstfirst   < prevprev   Table of contentstoc   next >next   last >>last
Publisher Logo Publication Cover
Search within this journal

Nonparametric estimation of a class of smooth functions 

Authors: M. Pawlak - a; U. Stadtmuumlller b
Affiliations:   a Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, Manitoba, Canada
b Abteilung fuumlr Mathematik III, University of Ulm, Ulm, Germany
DOI: 10.1080/10485259708832718
Publication Frequency: 8 issues per year
Published in: journal Journal of Nonparametric Statistics, Volume 8, Issue 2 1997 , pages 149 - 183
Formats available: PDF (English)
Article Requests: Order Reprints : Request Permissions
View Article: View Article (PDF) View Article (PDF)


Abstract

The problem of recovering an analytic function in the class of bandlimited functions is studied. Estimation techniques derived from the Whittaker-Shannon cardinal expansion are introduced and their statistical properties are established This includes consistency and rate of convergence in the mean square error sense as well as asymptotic normality The estimators are of the kernel convolution type with the non-integrable kernel function sin (t)/πt. Both an ordinary kernel type regression estimate and a version based on binned data are considered.
Keywords: Band-limited functions; cardinal expansions; nonparametric estimation; binning; rate of convergence; asymptotic normality
view references (37)
Bookmark with:
  • CiteULike
  • Del.icio.us
  • BibSonomy
  • Connotea
  • More bookmarks
Privacy Policy | Terms & Conditions | Accessibility | RSS
FAQs in: English . Français . Español . 中文(简体和繁體)
© 2009 Informa plc