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TitleSmoothing Techniques for Curve Estimation [electronic resource] : Proceedings of a Workshop held in Heidelberg, April 2-4, 1979 / edited by Th. Gasser, M. Rosenblatt
ImprintBerlin, Heidelberg : Springer Berlin Heidelberg, 1979
Connect tohttp://dx.doi.org/10.1007/BFb0098486
Descript 245 p. online resource

CONTENT

Nonparametric curve estimation -- A tree-structured approach to nonparametric multiple regression -- Kernel estimation of regression functions -- Total least squares -- Some theoretical results on Tukeyโ{128}{153}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


Mathematics Mathematics Mathematics general



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