Del 757 i serien Lecture Notes in Mathematics

Smoothing Techniques for Curve Estimation

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

Häftad, Engelska, 1979

AvT. Gasser,M. Rosenblatt

629 kr

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Produktinformation

Utgivningsdatum1979-11-01
Mått170 x 250 x 15 mm
Vikt394 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Mathematics
Antal sidor245
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540097068

Tillhör följande kategorier

Matematik inom Naturvetenskap och teknik

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.

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