Smoothing Techniques for Curve Estimation [electronic resource] : Proceedings of a Workshop held in Heidelberg, April 2–4, 1979 / edited by Th. Gasser, M. Rosenblatt.
Material type: TextSeries: Lecture Notes in Mathematics ; 757Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 1979Description: 245 p. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783540384755Subject(s): Mathematics | Mathematics | Mathematics, generalAdditional physical formats: Printed edition:: No titleDDC classification: 510 LOC classification: QA1-939Online resources: Click here to access onlineCurrent library | Home library | Call number | Materials specified | URL | Status | Date due | Barcode |
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IMSc Library | IMSc Library | Link to resource | Available | EBK780 |
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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