Smoothing Techniques for Curve Estimation. Proceedings of a Workshop held in Heidelberg, April 2-4, 1979. (= Lecture Notes in Mathematics, Volume 757).

Gasser, T. and M. Rosenblatt (Editors):

ISBN 10: 3540097066 / ISBN 13: 9783540097068

Published by Springer, Berlin / Heidelberg / New York, 1979

About this Item

245 S. mit Abbildungen (245 pp. with some Figures), 3540097066 Sprache: Englisch Gewicht in Gramm: 400 Groß 8°, Original-Karton (Softcover), Bibliotheks-Exemplar (ordnungsgemäß entwidmet) mit kleinem Papier-Schildchen, Stempel auf Titel, insgesamt gutes und innen sauberes Exemplar,

Seller Inventory # 81933

Bibliographic Details

• Title: Smoothing Techniques for Curve Estimation. Proceedings of a Workshop held in Heidelberg, April 2-4, 1979. (= Lecture Notes in Mathematics, Volume 757).
• Publisher: Springer, Berlin / Heidelberg / New York
• Publication Date: 1979
• Language: English
• ISBN 10: 3540097066
• ISBN 13: 9783540097068
• Binding: Soft cover
• Weight: 400 grams
• Seller catalogs:
  • Mathematik

About this title

Synopsis

Nonparametric curve estimation.- A tree-structured approach to nonparametric multiple regression.- Kernel estimation of regression functions.- Total least squares.- Some theoretical results on Tukey's 3R smoother.- Bias- and efficiency-robustness of general M-estimators for regression with random carriers.- Approximate conditional-mean type smoothers and interpolators.- Optimal convergence properties of kernel estimates of derivatives of a density function.- Density quantile estimation approach to statistical data modelling.- Global measures of deviation for kernel and nearest neighbor density estimates.- Some comments on the asymptotic behavior of robust smoothers.- Cross-validation techniques for smoothing spline functions in one or two dimensions.- Convergence rates of "thin plate" smoothing splines wihen the data are noisy.