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Limit Theorems for Random Fields with Singular Spectrum, Nicolai Leonenko


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Автор: Nicolai Leonenko
Название:  Limit Theorems for Random Fields with Singular Spectrum
ISBN: 9789401059473
Издательство: Springer
Классификация:



ISBN-10: 9401059470
Обложка/Формат: Paperback
Страницы: 406
Вес: 0.58 кг.
Дата издания: 13.10.2012
Серия: Mathematics and Its Applications
Язык: English
Размер: 234 x 156 x 22
Основная тема: Mathematics
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book is devoted to an investigation of the basic problems of the the- ory of random fields which are characterized by certain singular properties (e. g., unboundedness, or vanishing) of their spectral densities. These ran- dom fields are called, the random fields with singular spectrum, long-memory fields, random fields with long-range dependence, fields with slowly decaying correlations or strongly dependent random fields by various authors. This phenomenon has been observed empirically by many scientists long before suitable mathematical models were known. The methods and results differ significantly from the theory of weakly dependent random fields. The first chapter presents basic concepts of the spectral theory of random fields, some examples of random processes and fields with singular spectrum, Tauberian and Abelian theorems for the covariance function of singular ran- dom fields. In the second chapter limit theorems for non-linear functionals of random fields with singular spectrum are proved. Chapter 3 summarizes some limit theorems for geometric functionals of random fields with long-range dependence. Limit distributions of the solutions of Burgers equation with random data via parabolic and hyperbolic rescaling are presented in chapter 4. And chapter 5 presents some problems of statistical analysis of random fields with singular spectrum. I would like to thank the editor, Michiel Hazewinkel, for his support. I am grateful to the following students and colleagues: 1. Deriev, A. Olenko, K. Rybasov, L. Sakhno, M. Sharapov, A. Sikorskii, M. Silac-BenSic. I would also like to thank V.Anh, O. Barndorff-Nielsen, Yu. Belyaev, P.


Limit Theorems for Stochastic Processes

Автор: Jacod Jean, Shiryaev Albert N.
Название: Limit Theorems for Stochastic Processes
ISBN: 3540439323 ISBN-13(EAN): 9783540439325
Издательство: Springer
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Цена: 18167.00 р.
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Описание: Initially the theory of convergence in law of stochastic processes was developed quite independently from the theory of martingales, semimartingales and stochastic integrals. Apart from a few exceptions essentially concerning diffusion processes, it is only recently that the relation between the two theories has been thoroughly studied. The authors of this Grundlehren volume, two of the international leaders in the field, propose a systematic exposition of convergence in law for stochastic processes, from the point of view of semimartingale theory, with emphasis on results that are useful for mathematical theory and mathematical statistics. This leads them to develop in detail some particularly useful parts of the general theory of stochastic processes, such as martingale problems, and absolute continuity or contiguity results. The book contains an introduction to the theory of martingales and semimartingales, random measures stochastic integrales, Skorokhod topology, etc., as well as a large number of results which have never appeared in book form, and some entirely new results. The second edition contains some additions to the text and references. Some parts are completely rewritten.

Uniform Central Limit Theorems

Автор: Dudley
Название: Uniform Central Limit Theorems
ISBN: 0521738415 ISBN-13(EAN): 9780521738415
Издательство: Cambridge Academ
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Цена: 7762.00 р.
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Описание: This second edition of a classic work has been considerably expanded and revised, now with complete proofs of all results, including several new theorems not included in the first edition, such as Talagrand`s generic chaining approach to boundedness of Gaussian processes and Gine and Zinn`s characterization of uniform Donsker classes.

Limit Theorems for Random Fields with Singular Spectrum

Автор: Nicolai Leonenko
Название: Limit Theorems for Random Fields with Singular Spectrum
ISBN: 0792356357 ISBN-13(EAN): 9780792356356
Издательство: Springer
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Цена: 15372.00 р.
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Описание: Presents limit theorems for nonlinear functionals of random fields with singular spectrum on the basis of various asymptotic expansions. Topics include concepts of the spectral theory of random fields, and Tauberian and Abelian theorems for covariance function of long-memory random fields.

Singular Spectrum Analysis

Автор: J.B. Elsner; A.A. Tsonis
Название: Singular Spectrum Analysis
ISBN: 1441932666 ISBN-13(EAN): 9781441932662
Издательство: Springer
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Цена: 21661.00 р.
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Описание: Like other techniques based on spectral decomposition, SSA is attractive in that it holds a promise for a reduction in the dimen- * Singular spectrum analysis is sometimes called singular systems analysis or singular spectrum approach.

Vector fields on Singular Varieties

Автор: Jean-Paul Brasselet; Jos? Seade; Tatsuo Suwa
Название: Vector fields on Singular Varieties
ISBN: 3642052045 ISBN-13(EAN): 9783642052040
Издательство: Springer
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Цена: 6282.00 р.
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Описание: Vector?eldsonmanifoldsplaymajorrolesinmathematicsandothersciences. In particular, the Poincar e-Hopf index theorem and its geometric count- part, the Gauss-Bonnettheorem, giveriseto the theoryof Chernclasses, key invariants of manifolds in geometry and topology. One has often to face problems where the underlying space is no more a manifold but a singular variety. Thus it is natural to ask what is the "good" notionofindexofavector?eld, andofChernclasses, ifthespaceacquiress- gularities.Thequestionwasexploredbyseveralauthorswithvariousanswers, starting with the pioneering work of M.-H. Schwartz and R. MacPherson. We present these notions in the framework of the obstruction theory and the Chern-Weil theory. The interplay between these two methods is one of the main features of the monograph. Marseille Jean-Paul Brasselet Cuernavaca Jos e Seade Tokyo Tatsuo Suwa September 2009 v Acknowledgements Parts of this monograph were written while the authors were staying at various institutions, such as Hokkaido University and Niigata University in Japan, CIRM, Universit e de la Mediterran ee and IML at Marseille, France, the Instituto de Matem aticas of UNAM at Cuernavaca, Mexico, ICTP at Trieste, Italia, IMPA at Rio de Janeiro, and USP at S ao Carlos in Brasil, to name a few, and we would like to thank them for their generous hospitality and support. Thanks are also due to people who helped us in many ways, in particular our co-authors of results quoted in the book: Marcelo Aguilar, Wolfgang Ebeling, Xavier G omez-Mont, Sabir Gusein-Zade, L DEGREESeDung Tran g, Daniel Lehmann, David Massey, A.J. Parameswaran, Marcio Soares, Mihai Tibar, Alberto Verjovsky, andmanyother colleagueswho helped usin variousways.

Limit Theorems of Probability Theory

Автор: V. Bentkus; Yu.V. Prokhorov; B. Seckler; V. Statul
Название: Limit Theorems of Probability Theory
ISBN: 3642081703 ISBN-13(EAN): 9783642081705
Издательство: Springer
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Цена: 20956.00 р.
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Описание: This book consists of five parts written by different authors devoted to various problems dealing with probability limit theorems. The first part, "Classical-Type Limit Theorems for Sums ofIndependent Random Variables" (V.v. Petrov), presents a number of classical limit theorems for sums of independent random variables as well as newer related results. The presentation dwells on three basic topics: the central limit theorem, laws of large numbers and the law of the iterated logarithm for sequences of real-valued random variables. The second part, "The Accuracy of Gaussian Approximation in Banach Spaces" (V. Bentkus, F. G6tze, V. Paulauskas and A. Rackauskas), reviews various results and methods used to estimate the convergence rate in the central limit theorem and to construct asymptotic expansions in infinite-dimensional spaces. The authors con- fine themselves to independent and identically distributed random variables. They do not strive to be exhaustive or to obtain the most general results; their aim is merely to point out the differences from the finite-dimensional case and to explain certain new phenomena related to the more complex structure of Banach spaces. Also reflected here is the growing tendency in recent years to apply results obtained for Banach spaces to asymptotic problems of statistics.

Limit Theorems and Applications of Set-Valued and Fuzzy Set-Valued Random Variables

Автор: Shoumei Li; Y. Ogura; V. Kreinovich
Название: Limit Theorems and Applications of Set-Valued and Fuzzy Set-Valued Random Variables
ISBN: 9048161398 ISBN-13(EAN): 9789048161393
Издательство: Springer
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Цена: 13974.00 р.
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Описание: After the pioneering works by Robbins {1944, 1945) and Choquet (1955), the notation of a set-valued random variable (called a random closed set in literatures) was systematically introduced by Kendall {1974) and Matheron {1975).

Strong Limit Theorems

Автор: Lin Zhengyan; Lu Zhuarong
Название: Strong Limit Theorems
ISBN: 079231798X ISBN-13(EAN): 9780792317982
Издательство: Springer
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Цена: 13275.00 р.
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Описание: Presents a review of the most significant developments in strong Approximation and strong Convergence in probability theory. Divided into three chapters, this book deals with Wiener and Gaussian processes. It is intended for researchers whose work involves probability theory and statistics.

Limit Theorems of Probability Theory

Автор: V. Bentkus; Yu.V. Prokhorov; B. Seckler; V. Statul
Название: Limit Theorems of Probability Theory
ISBN: 3540570454 ISBN-13(EAN): 9783540570455
Издательство: Springer
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Цена: 20956.00 р.
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Описание: A collection of research level surveys on certain topics in probability theory, this book should be of interest to graduate students and researchers.

Positive Definite Kernels, Continuous Tensor Products, and Central Limit Theorems of Probability Theory

Автор: K. R. Parthasarathy; K. Schmidt
Название: Positive Definite Kernels, Continuous Tensor Products, and Central Limit Theorems of Probability Theory
ISBN: 3540059083 ISBN-13(EAN): 9783540059080
Издательство: Springer
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Цена: 3487.00 р.
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Stochastic Space—Time Models and Limit Theorems

Автор: L. Arnold; P. Kotelenez
Название: Stochastic Space—Time Models and Limit Theorems
ISBN: 902772038X ISBN-13(EAN): 9789027720382
Издательство: Springer
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Цена: 13275.00 р.
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Описание: Approach your problems from It isn't that they can't see the right end and begin with the solution. the answers. Then one day, It is that they can't see the perhaps you will find the problem. final question. G.K. Chesterton. The Scandal 'The Hermit Clad 1n Crane of Father Brown 'The Point of Feathers' in R. van Gulik's a Pin'. The Chinese Maze Murders. Growing specialisation and diversification have brought a host of monographs and textbooks on increasingly specialized topics. However, the "tree" of knowledge of mathematics and related fields does not grow only by putting forth new branches. It also happens, quite often in fact, that branches wich were thought to be completely disparate are suddenly seen to be related. Further, the kind and level of sophistication of mathematics applied in various sciences has changed drastically in recent years: measure theory is used (non-trivially) in regional and theoretical economics; algebraic geometry interacts with physics; the Minkowsky lemma, coding theory and the structure of water meet one another in packing and covering theory; quantum fields, crystal defects and mathematical programming profit from homotopy theory; Lie algebras are relevant to filtering; and prediction and electrical engineering can use Stein spaces. And in addition to this there are such new emerging subdisciplines as "experimental mathematics", "CFD", "completely integrable systems", "chaos, synergetics and large-scale order", which are almost impossible to fit into the existing classification schemes. They draw upon widely different sections of mathematics.

Limit Theorems for Large Deviations

Автор: L. Saulis; V.A. Statulevicius
Название: Limit Theorems for Large Deviations
ISBN: 0792314751 ISBN-13(EAN): 9780792314752
Издательство: Springer
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Описание: "Et moi, ...- si j'avait su comment en revenir. One service mathematics has rendered the je n'y serais poin t aile.' human race. It has put common sense back Jules Verne where it belongs, on the topmost shelf next to the dusty canister labelled 'discarded non- The series is divergent; therefore we may be sense'. able to do something with it. Eric T. Bell O. H ea viside Mathematics is a tool for thought. A highly necessary tool in a world where both feedback and non- Iinearities abound. Similarly, all kinds of parts of mathematics serve as tools for other parts and for other sciences. Applying a simple rewriting rule to the quote on the right above one finds such statements as: 'One service. topology has rendered mathematical physics .. .':: 'One service logic has rendered com- puter science .. .'; 'One service category theory has rendered mathematics .. .'. All arguably true. And all statements obtainable this way form part of the raison d 'e1: re of this series.


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