Gaussian Processes, Function Theory and the Inverse Spectral Problem

Gaussian Processes, Function Theory and the Inverse Spectral Problem PDF Author: Harry Dym
Publisher:
ISBN:
Category : Gaussian processes
Languages : en
Pages : 333

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Book Description

Gaussian Processes, Function Theory and the Inverse Spectral Problem

Gaussian Processes, Function Theory and the Inverse Spectral Problem PDF Author: Harry Dym
Publisher:
ISBN:
Category : Gaussian processes
Languages : en
Pages : 333

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Book Description


Gaussian Processes, Function Theory, and the Inverse Spectral Problem

Gaussian Processes, Function Theory, and the Inverse Spectral Problem PDF Author: Harry Dym
Publisher: Courier Corporation
ISBN: 048646279X
Category : Mathematics
Languages : en
Pages : 354

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Book Description
This text offers background in function theory, Hardy functions, and probability as preparation for surveys of Gaussian processes, strings and spectral functions, and strings and spaces of integral functions. It addresses the relationship between the past and the future of a real, one-dimensional, stationary Gaussian process. 1976 edition.

Probability Theory, Function Theory, Mechanics

Probability Theory, Function Theory, Mechanics PDF Author: I︠U︡riĭ Vasilʹevich Prokhorov
Publisher: American Mathematical Soc.
ISBN: 9780821831328
Category : Mathematics
Languages : en
Pages : 338

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Book Description
This is a translation of the fifth and final volume in a special cycle of publications in commemoration of the 50th anniversary of the Steklov Mathematical Institute of the Academy of Sciences in the USSR. The purpose of the special cycle was to present surveys of work on certain important trends and problems pursued at the Institute. Because the choice of the form and character of the surveys were left up to the authors, the surveys do not necessarily form a comprehensive overview, but rather represent the authors' perspectives on the important developments.

Gaussian Processes

Gaussian Processes PDF Author: Takeyuki Hida
Publisher: American Mathematical Soc.
ISBN: 9780821887639
Category : Mathematics
Languages : en
Pages : 208

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Book Description
Aimed at students and researchers in mathematics, communications engineering, and economics, this book describes the probabilistic structure of a Gaussian process in terms of its canonical representation (or its innovation process). Multiple Markov properties of a Gaussian process and equivalence problems of Gaussian processes are clearly presented. The authors' approach is unique, involving causality in time evolution and information-theoretic aspects. Because the book is self-contained and only requires background in the fundamentals of probability theory and measure theory, it would be suitable as a textbook at the senior undergraduate or graduate level.

Spectral Theory of Canonical Systems

Spectral Theory of Canonical Systems PDF Author: Christian Remling
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110562286
Category : Mathematics
Languages : en
Pages : 244

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Book Description
Canonical systems occupy a central position in the spectral theory of second order differential operators. They may be used to realize arbitrary spectral data, and the classical operators such as Schrödinger, Jacobi, Dirac, and Sturm-Liouville equations can be written in this form. ‘Spectral Theory of Canonical Systems’ offers a selfcontained and detailed introduction to this theory. Techniques to construct self-adjoint realizations in suitable Hilbert spaces, a modern treatment of de Branges spaces, and direct and inverse spectral problems are discussed. Contents Basic definitions Symmetric and self-adjoint relations Spectral representation Transfer matrices and de Branges spaces Inverse spectral theory Some applications The absolutely continuous spectrum

Operator Theory and Related Topics

Operator Theory and Related Topics PDF Author: V.M. Adamyan
Publisher: Springer Science & Business Media
ISBN: 9783764362881
Category : Mathematics
Languages : en
Pages : 458

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Book Description
The present book is the second of the two volume Proceedings of the Mark Krein International Conference on Operator Theory and Applications. This conference, which was dedicated to the 90th Anniversary of the prominent mathematician Mark Krein, was held in Odessa, Ukraine from 18-22 August, 1997. The conference focused on the main ideas, methods, results, and achievements of M. G. Krein. This second volume is devoted to operator theory and related topics. It opens with the bibliography of M. G. Krein and a number of survey papers about his work. The main part of the book consists of original research papers presenting the state of the art in operator theory and its applications. The first volume of these proceedings, entitled Differential Operators and related Topics, concerns the other aspects of the conference. The two volumes will be of interest to a wide-range of readership in pure and applied mathematics, physics and engineering sciences. Table of Contents Preface. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . v Table of Contents . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vii Bibliography of Mark Grigorevich Krein . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ix Review papers: M. G. Krein's Contributions to Prediction Theory H. Dym M. G. Krein's Contribution to the Moment. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17 AA Nudelman Research Papers: Solution of the Truncated Matrix Hamburger Moment Problem according to M. G. Krein . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33 Y. M. Adamyan and I. M. Tkachenko Extreme Points of a Positive Operator Ball . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 53 T. Ando M-accretive Extensions of Sectorial Operators and Krein Spaces . . . . . . . . . 67 Y. M. Arlinskii A Simple Proof of the Continuous Commutant Lifting Theorem . . . . . . . . . . 83 R. Bruzual and M.

The Statistical Theory of Linear Systems

The Statistical Theory of Linear Systems PDF Author: E. J. Hannan
Publisher: SIAM
ISBN: 1611972183
Category : Business & Economics
Languages : en
Pages : 418

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Book Description
Originally published: New York: Wiley, c1988.

Conference on Inverse Scattering--Theory and Application

Conference on Inverse Scattering--Theory and Application PDF Author: J. Bee Bednar
Publisher: SIAM
ISBN: 9780898711905
Category : Mathematics
Languages : en
Pages : 310

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Book Description


Rabi N. Bhattacharya

Rabi N. Bhattacharya PDF Author: Manfred Denker
Publisher: Birkhäuser
ISBN: 331930190X
Category : Mathematics
Languages : en
Pages : 717

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Book Description
This volume presents some of the most influential papers published by Rabi N. Bhattacharya, along with commentaries from international experts, demonstrating his knowledge, insight, and influence in the field of probability and its applications. For more than three decades, Bhattacharya has made significant contributions in areas ranging from theoretical statistics via analytical probability theory, Markov processes, and random dynamics to applied topics in statistics, economics, and geophysics. Selected reprints of Bhattacharya’s papers are divided into three sections: Modes of Approximation, Large Times for Markov Processes, and Stochastic Foundations in Applied Sciences. The accompanying articles by the contributing authors not only help to position his work in the context of other achievements, but also provide a unique assessment of the state of their individual fields, both historically and for the next generation of researchers. Rabi N. Bhattacharya: Selected Papers will be a valuable resource for young researchers entering the diverse areas of study to which Bhattacharya has contributed. Established researchers will also appreciate this work as an account of both past and present developments and challenges for the future.

Stable Processes and Related Topics

Stable Processes and Related Topics PDF Author: Cambanis
Publisher: Springer Science & Business Media
ISBN: 1468467786
Category : Mathematics
Languages : en
Pages : 329

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Book Description
The Workshop on Stable Processes and Related Topics took place at Cor nell University in January 9-13, 1990, under the sponsorship of the Mathemat ical Sciences Institute. It attracted an international roster of probabilists from Brazil, Japan, Korea, Poland, Germany, Holland and France as well as the U. S. This volume contains a sample of the papers presented at the Workshop. All the papers have been refereed. Gaussian processes have been studied extensively over the last fifty years and form the bedrock of stochastic modeling. Their importance stems from the Central Limit Theorem. They share a number of special properties which facilitates their analysis and makes them particularly suitable to statistical inference. The many properties they share, however, is also the seed of their limitations. What happens in the real world away from the ideal Gaussian model? The non-Gaussian world may contain random processes that are close to the Gaussian. What are appropriate classes of nearly Gaussian models and how typical or robust is the Gaussian model amongst them? Moving further away from normality, what are appropriate non-Gaussian models that are sufficiently different to encompass distinct behavior, yet sufficiently simple to be amenable to efficient statistical inference? The very Central Limit Theorem which provides the fundamental justifi cation for approximate normality, points to stable and other infinitely divisible models. Some of these may be close to and others very different from Gaussian models.