Statistical theory and computational aspects of smoothing Wolfgang Härdle ; Michael G. Schimek (ed.). [Co-sponsored by the International Association of Statistical Computing] / Contributions to statistics

Härdle, Wolfgang (Herausgeber),

ISBN 10: 3790809306 / ISBN 13: 9783790809305

Published by Heidelberg : Physica-Verl., 1996

About this Item

VIII, 265 S. : graph. Darst. ; 24 cm Ehem. Bibliotheksexemplar in GUTEM Zustand, wenige Gebrauchsspuren. Ex-library in GOOD condition, few traces of use. Sa 894 3790809306 Sprache: Deutsch Gewicht in Gramm: 550.

Seller Inventory # 2073133

Bibliographic Details

• Title: Statistical theory and computational aspects of smoothing Wolfgang Härdle ; Michael G. Schimek (ed.). [Co-sponsored by the International Association of Statistical Computing] / Contributions to statistics
• Publisher: Heidelberg : Physica-Verl.
• Publication Date: 1996
• Language: German
• ISBN 10: 3790809306
• ISBN 13: 9783790809305
• Binding: kart.
• Seller catalogs:
  • SA MATHEMATIK

About this title

Synopsis

One of the main applications of statistical smoothing techniques is nonparametric regression. For the last 15 years there has been a strong theoretical interest in the development of such techniques. Related algorithmic concepts have been a main concern in computational statistics. Smoothing techniques in regression as well as other statistical methods are increasingly applied in biosciences and economics. But they are also relevant for medical and psychological research. Introduced are new developments in scatterplot smoothing and applications in statistical modelling. The treatment of the topics is on an intermediate level avoiding too much technicalities. Computational and applied aspects are considered throughout. Of particular interest to readers is the discussion of recent local fitting techniques.