Smoothing Techniques for Curve Estimation

Proceedings of a Workshop held in Heidelberg, April 2-4, 1979

256 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Lecture Notes in Mathematics
• Themen: Mathematik und Naturwissenschaften Mathematik
• ISBN: 9783540097068
• Sprache: Englisch
• Erscheinungsdatum: 01.11.1979
• Größe: 235 x 155 mm
• Verlag: Springer
• Herausgegeben von: T. Gasser, M. Rosenblatt