Total Least Squares and Errors-in-Variables Modeling, S. van Huffel; P. Lemmerling

Автор: Pavel B. Bochev; Max D. Gunzburger
Название: Least-Squares Finite Element Methods
ISBN: 0387308881 ISBN-13(EAN): 9780387308883
Издательство: Springer
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Цена: 16769.00 р.
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Описание: Since their emergence finite element methods have become one of the most versatile and powerful methodologies for the approximate numerical solution of PDEs. Today finite element methods are in common use for incompressible fluid flow, heat, transfer, electromagnetics, and convection-diffusion-reaction problems, to name a few. This book is written with the premise that there is a real, existing need to put least-squares finite elemenet methods on a common mathematically sound foundation. It is intended to give both the researcher and the practitioner a concise guide to the theory and practice of least-square finite element methods, their strengths and weaknesses, established successes, and open problems. Appendices provide results from functional analysis and standard finite theory which are used in various places in the book.

Автор: Herve Abdi; Wynne W. Chin; Vincenzo Esposito Vinzi
Название: New Perspectives in Partial Least Squares and Related Methods
ISBN: 1493946854 ISBN-13(EAN): 9781493946853
Издательство: Springer
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Цена: 18167.00 р.
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Описание: In following the tradition of the six previous PLS meetings, these contributions also included a large variety of PLS approaches such as PLS metamodels, variable selection, sparse PLS regression, distance based PLS, significance vs.

Автор: Vinzi
Название: Partial Least Squares Path Modeling of Latent Variables
ISBN: 1482227819 ISBN-13(EAN): 9781482227819
Издательство: Taylor&Francis
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Цена: 19906.00 р.
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Описание: This book presents PLS-SEM as a useful practical statistical toolbox that can be used for estimating many different types of research models. In so doing, the authors provide the necessary technical prerequisites and theoretical treatment of various aspects of PLS-SEM prior to practical applications.

Автор: Jan-Bernd Lohm?ller
Название: Latent Variable Path Modeling with Partial Least Squares
ISBN: 3642525148 ISBN-13(EAN): 9783642525148
Издательство: Springer
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Цена: 12577.00 р.
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Описание: The properties of special cases of PLS (regression, factor scores, structural equations, principal components, canonical correlation, hierarchical components, correspondence analysis, three-mode path and component analysis) are examined step by step and contribute to the understanding of the general PLS technique.

Название: Least Squares Support Vector Machin
ISBN: 9812381511 ISBN-13(EAN): 9789812381514
Издательство: World Scientific Publishing
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Цена: 15840.00 р.
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Описание: An examination of least squares support vector machines (LS-SVMs) which are reformulations to standard SVMs. The authors explain the natural links between LS-SVM classifiers and kernel Fisher discriminant analysis. Bayesian inference of LS-SVM models is also discussed.

Автор: Abdi
Название: The Multiple Facets of Partial Least Squares and Related Methods
ISBN: 3319406418 ISBN-13(EAN): 9783319406411
Издательство: Springer
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Цена: 16769.00 р.
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Описание: This volume presents state of the art theories, new developments, and important applications of Partial Least Square (PLS) methods.

Автор: Sean F. Wu
Название: The Helmholtz Equation Least Squares Method
ISBN: 1493916394 ISBN-13(EAN): 9781493916399
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book represents the HELS (Helmholtz equation least squares) theory and its applications for visualizing acoustic radiation from an arbitrarily shaped vibrating structure in free or confined space. The first serves as a review of the fundamentals in acoustics and the rest cover five specific topics on the HELS theory.

Автор: Pavel B. Bochev; Max D. Gunzburger
Название: Least-Squares Finite Element Methods
ISBN: 1441921605 ISBN-13(EAN): 9781441921604
Издательство: Springer
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Цена: 16769.00 р.
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Описание: Finite element methods have become one of the most versatile and powerful methodologies for the approximate numerical solution of PDEs. This book is a thorough yet concise guide to the theory and practice of least-square finite element methods.