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Record Nr. |
UNISA996466652903316 |
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Titolo |
Smoothing techniques for curve estimation : proceedings of workshop held in Heidelberg, April 2-4, 1979 / / edited by T. Gasser and M. Rosenblatt |
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Pubbl/distr/stampa |
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Berlin, Germany ; ; New York, New York : , : Springer-Verlag, , [1979] |
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©1979 |
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ISBN |
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Edizione |
[1st ed. 1979.] |
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Descrizione fisica |
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1 online resource (245 p.) |
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Collana |
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Lecture Notes in Mathematics, , 0075-8434 ; ; 757 |
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Disciplina |
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Soggetti |
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Curve fitting - Computer programs |
Estimation theory - Computer programs |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Bibliographic Level Mode of Issuance: Monograph |
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Nota di contenuto |
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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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