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

Contributor(s): Gasser, Theodor A, 1941- | Rosenblatt, Murray
Material type: TextTextSeries: Lecture notes in mathematics (Springer-Verlag): 757.Publisher: Berlin ; New York : Springer-Verlag, 1979Description: 1 online resource (245 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540384755; 3540384758Subject(s): Estimation theory -- Congresses | Curve fitting -- Congresses | Curve fitting | Estimation theoryGenre/Form: Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Smoothing techniques for curve estimation.DDC classification: 519.544 LOC classification: QA3 | .L28 no. 757 | QA276.8Online resources: Click here to access online
Contents:
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.
Tags from this library: No tags from this library for this title. Log in to add tags.
    Average rating: 0.0 (0 votes)
Item type Current location Collection Call number Status Date due Barcode Item holds
eBook eBook e-Library

Electronic Book@IST

EBook Available
Total holds: 0

Includes bibliographical references and index.

Print version record.

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.

There are no comments for this item.

to post a comment.

Powered by Koha