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Advanced Linear Modeling, Ronald Christensen


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Цена: 12577.00р.
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Автор: Ronald Christensen
Название:  Advanced Linear Modeling
ISBN: 9783030291631
Издательство: Springer
Классификация:





ISBN-10: 3030291634
Обложка/Формат: Hardcover
Страницы: 608
Вес: 1.11 кг.
Дата издания: 2019
Серия: Springer Texts in Statistics
Язык: English
Издание: 3rd ed. 2019
Иллюстрации: 6 illustrations, color; 70 illustrations, black and white; xxiii, 608 p. 76 illus., 6 illus. in color.
Размер: 234 x 156 x 35
Читательская аудитория: Professional & vocational
Основная тема: Mathematics
Подзаголовок: Statistical Learning and Dependent Data
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Now in its third edition, this companion volume to Ronald Christensen’s Plane Answers to Complex Questions uses three fundamental concepts from standard linear model theory—best linear prediction, projections, and Mahalanobis distance— to extend standard linear modeling into the realms of Statistical Learning and Dependent Data.
This new edition features a wealth of new and revised content. In Statistical Learning it delves into nonparametric regression, penalized estimation (regularization), reproducing kernel Hilbert spaces, the kernel trick, and support vector machines. For Dependent Data it uses linear model theory to examine general linear models, linear mixed models, time series, spatial data, (generalized) multivariate linear models, discrimination, and dimension reduction. While numerous references to Plane Answers are made throughout the volume, Advanced Linear Modeling can be used on its own given a solid background in linear models. Accompanying R code for the analyses is available online.

Дополнительное описание: 1. Nonparametric Regression.- 2. Penalized Estimation.- 3. Reproducing Kernel Hilbert Spaces.- 4. Covariance Parameter Estimation.- 5. Mixed Models and Variance Components.- 6. Frequency Analysis of Time Series.- 7. Time Domain Analysis.- 8. Linear Models



Credit Risk Modeling

Автор: Lando, David
Название: Credit Risk Modeling
ISBN: 0691089299 ISBN-13(EAN): 9780691089294
Издательство: Wiley
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Цена: 17266.00 р.
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Описание: Credit risk is today one of the most intensely studied topics in quantitative finance. This book provides an introduction and overview for readers who seek an up-to-date reference to the central problems of the field and to the tools currently used to analyze them. The book is aimed at researchers and students in finance, at quantitative analysts i

Advanced Methods for Geometric Modeling and Numerical Simulation

Автор: Carlotta Giannelli; Hendrik Speleers
Название: Advanced Methods for Geometric Modeling and Numerical Simulation
ISBN: 303027330X ISBN-13(EAN): 9783030273309
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book gathers selected contributions presented at the INdAM Workshop “DREAMS”, held in Rome, Italy on January 22?26, 2018. Addressing cutting-edge research topics and advances in computer aided geometric design and isogeometric analysis, it covers distinguishing curve/surface constructions and spline models, with a special focus on emerging adaptive spline constructions, fundamental spline theory and related algorithms, as well as various aspects of isogeometric methods, e.g. efficient quadrature rules and spectral analysis for isogeometric B-spline discretizations. Applications in finite element and boundary element methods are also discussed. Given its scope, the book will be of interest to both researchers and graduate students working in these areas.

Advanced Modeling and Optimization of Manufacturing Processes

Автор: R. Venkata Rao
Название: Advanced Modeling and Optimization of Manufacturing Processes
ISBN: 1447126149 ISBN-13(EAN): 9781447126140
Издательство: Springer
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Цена: 26120.00 р.
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Описание: Presenting both basic and advanced modeling concepts, this volume presents the latest research and development trends in the modeling and optimization of manufacturing processes. Topics include rapid prototyping and tooling, micromachining, nano-finishing, and composites manufacturing.

Computational Technologies: Advanced Topics

Автор: Petr N. Vabishchevich
Название: Computational Technologies: Advanced Topics
ISBN: 3110359944 ISBN-13(EAN): 9783110359947
Издательство: Walter de Gruyter
Цена: 9288.00 р.
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Описание: This book discusses questions of numerical solutions of applied problems on parallel computing systems. Nowadays, engineering and scientific computations are carried out on parallel computing systems, which provide parallel data processing on a few computing nodes. In the development of up-to-date applied software, this feature of computers must be taken into account for the maximum efficient usage of their resources. In constructing computational algorithms, we should separate relatively independent subproblems in order to solve them on a single computing node.

Advanced Modeling in Mathematical Finance

Автор: Jan Kallsen; Antonis Papapantoleon
Название: Advanced Modeling in Mathematical Finance
ISBN: 3319458736 ISBN-13(EAN): 9783319458731
Издательство: Springer
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Цена: 16769.00 р.
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Описание: This Festschrift resulted from a workshop on “Advanced Modelling in Mathematical Finance” held in honour of Ernst Eberlein’s 70th birthday, from 20 to 22 May 2015 in Kiel, Germany. It includes contributions by several invited speakers at the workshop, including several of Ernst Eberlein’s long-standing collaborators and former students.Advanced mathematical techniques play an ever-increasing role in modern quantitative finance. Written by leading experts from academia and financial practice, this book offers state-of-the-art papers on the application of jump processes in mathematical finance, on term-structure modelling, and on statistical aspects of financial modelling. It is aimed at graduate students and researchers interested in mathematical finance, as well as practitioners wishing to learn about the latest developments.

Advanced Structural Equation Modeling

Название: Advanced Structural Equation Modeling
ISBN: 1138966045 ISBN-13(EAN): 9781138966048
Издательство: Taylor&Francis
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Цена: 7501.00 р.
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Описание: By focusing primarily on the application of structural equation modeling (SEM) techniques in example cases and situations, this book provides an understanding and working knowledge of advanced SEM techniques with a minimum of mathematical derivations. The book was written for a broad audience crossing many disciplines, assumes an understanding of graduate level multivariate statistics, including an introduction to SEM.

Dynamical Systems: Stability, Symbolic Dynamics, and Chaos ( Studies in Advanced Mathematics #28 )

Автор: Robinson, Clark
Название: Dynamical Systems: Stability, Symbolic Dynamics, and Chaos ( Studies in Advanced Mathematics #28 )
ISBN: 0849384958 ISBN-13(EAN): 9780849384950
Издательство: Taylor&Francis
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Цена: 29093.00 р.
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Описание: Treats the dynamics of both iteration of functions and solutions of ordinary differential equations. This book introduces various concepts for iteration of functions where the geometry is simpler, but results are interpreted for differential equations. It concentrates on properties of the whole system or subsets of the system.


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