Spline Models for Observational Data

Idioma: inglés

Editorial: Society for Industrial and Applied Mathematics, 1990

0898712440 / 9780898712445

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Librería: World of Books Inc, Montgomery, IL, Estados Unidos de AmericaWorld of Books Inc

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Descripción del artículo del vendedor

This book serves well as an introduction into the more theoretical aspects of the use of spline models. It develops a theory and practice for the estimation of functions from noisy data on functionals. The simplest example is the estimation of a smooth curve, given noisy observations on a finite number of its values. Convergence properties, data based smoothing parameter selection, confidence intervals, and numerical methods are established which are appropriate to a number of problems within this framework. Methods for including side conditions and other prior information in solving ill posed inverse problems are provided. Data which involves samples of random variables with Gaussian, Poisson, binomial, and other distributions are treated in a unified optimization context. Experimental design questions, i.e., which functionals should be observed, are studied in a general context. Extensions to distributed parameter system identification problems are made by considering implicitly defined functionals.…

N° de ref. del artículo CIN0898712440G

Título
Spline Models for Observational Data
Autor
Grace Wahba
Editorial
Society for Industrial and Applied Mathematics
Año de publicación
1990
Estado
Good
Encuadernación
Paperback
Idioma
inglés
ISBN 10
0898712440
ISBN 13
9780898712445

World of Books Inc

Montgomery, IL, Estados Unidos de America

Vendedor de 4 estrellas

Vendedor de IberLibro desde 23 de marzo de 2026

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