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An Introduction to Algebraic Statistics with Tensors, Cristiano Bocci; Luca Chiantini


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Автор: Cristiano Bocci; Luca Chiantini
Название:  An Introduction to Algebraic Statistics with Tensors
ISBN: 9783030246235
Издательство: Springer
Классификация:




ISBN-10: 303024623X
Обложка/Формат: Soft cover
Страницы: 235
Вес: 0.54 кг.
Дата издания: 2019
Серия: La Matematica per il 3+2
Язык: English
Издание: 1st ed. 2019
Иллюстрации: 64 illustrations, black and white; xix, 235 p. 64 illus.
Размер: 226 x 165 x 13
Читательская аудитория: Professional & vocational
Основная тема: Statistics
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание:
This book provides an introduction to various aspects of Algebraic Statistics with the principal aim of supporting Master’s and PhD students who wish to explore the algebraic point of view regarding recent developments in Statistics. The focus is on the background needed to explore the connections among discrete random variables. The main objects that encode these relations are multilinear matrices, i.e., tensors. The book aims to settle the basis of the correspondence between properties of tensors and their translation in Algebraic Geometry. It is divided into three parts, on Algebraic Statistics, Multilinear Algebra, and Algebraic Geometry. The primary purpose is to describe a bridge between the three theories, so that results and problems in one theory find a natural translation to the others. This task requires, from the statistical point of view, a rather unusual, but algebraically natural, presentation of random variables and their main classical features. The third part of the book can be considered as a short, almost self-contained, introduction to the basic concepts of algebraic varieties, which are part of the fundamental background for all who work in Algebraic Statistics.

Дополнительное описание: ?PART I: Algebraic Statistics.- 1 Systems of Random Variables and Distributions.- 2 Basic Statistics.- 3 Statistical models.- 4 Complex projective algebraic statistics.- 5 Conditional independence.- PART II: Multilinear Algebra.- 6 Tensors.- 7 Symmetric t


Introduction to Probability, Second Edition

Автор: Joseph K. Blitzstein, Jessica Hwang
Название: Introduction to Probability, Second Edition
ISBN: 1138369918 ISBN-13(EAN): 9781138369917
Издательство: Taylor&Francis
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Цена: 74510.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Assumes one-semester of calculus. "Stories" make distributions (Normal, Binomial, Poisson that are widely-used in statistics) easier to remember, understand. Many books write down formulas without explaining clearly why these particular distributions are important or how they are all connected.

Introduction to Tensors and Group Theory for Physicists

Название: Introduction to Tensors and Group Theory for Physicists
ISBN: 3319147935 ISBN-13(EAN): 9783319147932
Издательство: Springer
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Цена: 65210.00 T
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Описание: An Introduction to Tensors and Group Theory for Physicists

Tensors: Asymptotic Geometry and Developments 2016-2018

Автор: J.M. Landsberg
Название: Tensors: Asymptotic Geometry and Developments 2016-2018
ISBN: 1470451360 ISBN-13(EAN): 9781470451363
Издательство: Mare Nostrum (Eurospan)
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Цена: 48490.00 T
Наличие на складе: Нет в наличии.
Описание: Tensors are used throughout the sciences, especially in solid state physics and quantum information theory. This book brings a geometric perspective to the use of tensors in these areas. It begins with an introduction to the geometry of tensors and provides geometric expositions of the basics of quantum information theory, Strassen's laser method for matrix multiplication, and moment maps in algebraic geometry. It also details several exciting recent developments regarding tensors in general. In particular, it discusses and explains the following material previously only available in the original research papers: (1) Shitov's 2017 refutation of longstanding conjectures of Strassen on rank additivity and Common on symmetric rank; (2) The 2017 Christandl-Vrana-Zuiddam quantum spectral points that bring together quantum information theory, the asymptotic geometry of tensors, matrix multiplication complexity, and moment polytopes in geometric invariant theory; (3) the use of representation theory in quantum information theory, including the solution of the quantum marginal problem; (4) the use of tensor network states in solid state physics, and (5) recent geometric paths towards upper bounds for the complexity of matrix multiplication.Numerous open problems appropriate for graduate students and post-docs are included throughout.

Автор: Wolf Altman, Antonio Marmo De Oliveira
Название: Physical Components of Tensors
ISBN: 1138827371 ISBN-13(EAN): 9781138827370
Издательство: Taylor&Francis
Рейтинг:
Цена: 61250.00 T
Наличие на складе: Невозможна поставка.
Описание: Illustrating the important aspects of tensor calculus, and highlighting its most practical features, Physical Components of Tensors presents an authoritative and complete explanation of tensor calculus that is based on transformations of bases of vector spaces rather than on transformations of coordinates. Written with graduate students, professors, and researchers in the areas of elasticity and shell theories in mind, this text focuses on the physical and nonholonomic components of tensors and applies them to the theories. It establishes a theory of physical and anholonomic components of tensors and applies the theory of dimensional analysis to tensors and (anholonomic) connections. This theory shows the relationship and compatibility among several existing definitions of physical components of tensors when referred to nonorthogonal coordinates. The book assumes a basic knowledge of linear algebra and elementary calculus, but revisits these subjects and introduces the mathematical backgrounds for the theory in the first three chapters. In addition, all field equations are also given in physical components as well. Comprised of five chapters, this noteworthy text: Deals with the basic concepts of linear algebra, introducing the vector spaces and the further structures imposed on them by the notions of inner products, norms, and metrics Focuses on the main algebraic operations for vectors and tensors and also on the notions of duality, tensor products, and component representation of tensors Presents the classical tensor calculus that functions as the advanced prerequisite for the development of subsequent chapters Provides the theory of physical and anholonomic components of tensors by associating them to the spaces of linear transformations and of tensor products and advances two applications of this theory Physical Components of Tensors contains a comprehensive account of tensor calculus, and is an essential reference for graduate students or engineers concerned with solid and structural mechanics.

Tensors for physics

Автор: Hess, Siegfried
Название: Tensors for physics
ISBN: 3319127861 ISBN-13(EAN): 9783319127866
Издательство: Springer
Рейтинг:
Цена: 56590.00 T
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Описание: Tensors for Physics

Manifolds, Tensors, and Forms

Автор: Renteln
Название: Manifolds, Tensors, and Forms
ISBN: 1107042194 ISBN-13(EAN): 9781107042193
Издательство: Cambridge Academ
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Цена: 71810.00 T
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Описание: Providing a succinct yet comprehensive treatment of the essentials of modern differential geometry and topology, this book`s clear prose and informal style make it accessible to advanced undergraduate and graduate students in mathematics and the physical sciences. It features over 250 detailed exercises and discusses a variety of applications.

Theory and Computation of Tensors

Автор: Wei, Yimin
Название: Theory and Computation of Tensors
ISBN: 0128039531 ISBN-13(EAN): 9780128039533
Издательство: Elsevier Science
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Цена: 58380.00 T
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Описание:

Theory and Computation of Tensors: Multi-Dimensional Arrays investigates theories and computations of tensors to broaden perspectives on matrices. Data in the Big Data Era is not only growing larger but also becoming much more complicated. Tensors (multi-dimensional arrays) arise naturally from many engineering or scientific disciplines because they can represent multi-relational data or nonlinear relationships.


Irreducible Cartesian Tensors

Автор: Robert F. Snider
Название: Irreducible Cartesian Tensors
ISBN: 3110563630 ISBN-13(EAN): 9783110563634
Издательство: Walter de Gruyter
Цена: 123910.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

The De Gruyter Studies in Mathematical Physics are devoted to the publication of monographs and high-level texts in mathematical physics. They cover topics and methods in fields of current interest, with an emphasis on didactical presentation. The series will enable readers to understand, apply and develop further, with sufficient rigor, mathematical methods to given problems in physics. For this reason, works with a few authors are preferred over edited volumes. The works in this series are aimed at advanced students and researchers in mathematical and theoretical physics. They can also serve as secondary reading for lectures and seminars at advanced levels.


Polarization and Moment Tensors

Автор: Habib Ammari; Hyeonbae Kang
Название: Polarization and Moment Tensors
ISBN: 1441924493 ISBN-13(EAN): 9781441924490
Издательство: Springer
Рейтинг:
Цена: 111790.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents important recent developments in mathematical and computational methods used in impedance imaging and the theory of composite materials. By augmenting the theory with interesting practical examples and numerical illustrations, the exposition brings simplicity to the advanced material.

Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data

Автор: Carl-Fredrik Westin; Anna Vilanova; Bernhard Burge
Название: Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data
ISBN: 3662512572 ISBN-13(EAN): 9783662512579
Издательство: Springer
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Цена: 111790.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Part I: Tensor Data Visualization: Top Challenges in the Visualization of Engineering Tensor Fields: M Hlawitschka et al.- Tensor Invariants and Glyph Design: A. Kratz et al.- Part II: Representation and Processing of Higher-order Descriptors: Monomial Phase: A Matrix Representation of Local Phase: H. Knutsson et al.- Order Based Morphology for Colour Images via Matrix Fields: B. Burgeth et al.- Sharpening Fibers in Diffusion Weighted MRI via Erosion: T.C.J. Dela Haije et al.- Part III: Higher Order Tensors and Riemannian-Finsler Geometry: Higher-Order Tensors in Diffusion Imaging: Thomas Schultz et al.- 4th Order Symmetric Tensors and Positive ADC Modelling: A. Ghosh et al.- Riemann-Finsler Geometry for Diffusion Weighted Magnetic Resonance Imaging: L.Florack et al.- Riemann-Finsler Multi-Valued Geodesic Tractography for HARDI: N.Sepasian et al.- Part IV: Tensor Signal Processing: Kernel-based Morphometry of Diffusion Tensor Images: M. Ingalhalikar et al.- The Estimation of Free-Water Corrected Diffusion Tensors: O. Pasternak et al.- Techniques for Computing Fabric Tensors: A Review: R. Moreno et al.- Part V: Applications of tensor processing: Tensors in Geometry Processing: E. Zhang.- Preliminary findings in diagnostic prediction of schizophrenia using diffusion tensor imaging: Y.Rathi et al.- A System for Combined Visualization of EEG and Diffusion Tensor Imaging Tractography Data: A. Wiebel et al.


Random Tensors

Автор: Gurau, Razvan Gheorghe
Название: Random Tensors
ISBN: 0198787936 ISBN-13(EAN): 9780198787938
Издательство: Oxford Academ
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Цена: 98210.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book introduces "Random Tensors," a framework for studying random geometries in any dimension. It provides a complete derivation of the key results in the field. Whatever form a theory of Quantum Gravity may take, it must incorporate random geometry.


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