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

Gasser, Th. and M. Rosenblatt:

ISBN 10: 3540097066 / ISBN 13: 9783540097068

Editore: Springer, 1979

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245 Seiten Das hier angebotene Buch stammt aus einer teilaufgelösten Bibliothek und kann die entsprechenden Kennzeichnungen aufweisen (Rückenschild, Instituts-Stempel.); der Buchzustand ist ansonsten ordentlich und dem Alter entsprechend gut. In ENGLISCHER Sprache. Sprache: Englisch Gewicht in Gramm: 430.

Codice articolo 2206689

Dati bibliografici

• Titolo: Smoothing Techniques for Curve Estimation: Proceedings of a Workshop held in Heidelberg, April 2-4, 1979 Lecture Notes in Mathematics, 757
• Editore: Springer
• Data di pubblicazione: 1979
• Lingua: Inglese
• ISBN 10: 3540097066
• ISBN 13: 9783540097068
• Rilegatura: Broschiert
• Condizione: Gut
• Peso: 430 grammi
• Cataloghi dei venditori:
  • 200 Mathematik

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Contenuti

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.