Smoothing techniques for curve estimation : proceedings of workshop held in Heidelberg, April 2-4, 1979 / / edited by T. Gasser and M. Rosenblatt

• Pubblicazione: Berlin, Germany ; ; New York, New York : , : Springer-Verlag, , [1979]; ©1979
• Edizione: 1st ed. 1979.
• Descrizione fisica: 1 online resource (245 p.)
• Disciplina: 519.544
• Soggetto topico: Curve fitting - Computer programs; Estimation theory - Computer programs
• Persona (resp. second.): GasserTheodor A. <1941->; RosenblattMurray
• Note generali: Bibliographic Level Mode of Issuance: Monograph
• Nota di contenuto: 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.
• Titolo autorizzato: Smoothing techniques for curve estimation
• ISBN: 3-540-38475-8
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 996466652903316
• Lo trovi qui: Univ. di Salerno
• Serie: Lecture Notes in Mathematics, . 0075-8434 ; ; 757