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

 
9783540097068: Smoothing Techniques for Curve Estimation: Proceedings of a Workshop held in Heidelberg, April 2-4, 1979 (Lecture Notes in Mathematics, 757, Band 757)
Softcover
ISBN 10: 3540097066 ISBN 13: 9783540097068
Verlag: Springer, 2009

Inhaltsangabe

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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Verlag
Springer
Erscheinungsdatum
2009
Sprache
Englisch
ISBN 10 
3540097066
ISBN 13 
9783540097068
Einband
Taschenbuch
Anzahl der Seiten
256
Herausgeber
Gasser Th.
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