An Introduction To Continuity Extrema And Related Topics For General Gaussian Processes
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An Introduction to Continuity Extrema and Related Topics for General Gaussian Processes
![An Introduction to Continuity Extrema and Related Topics for General Gaussian Processes](https://youbookinc.com/wp-content/uploads/2024/06/cover.jpg)
Author | : Robert J. Adler |
Publsiher | : Unknown |
Total Pages | : 111 |
Release | : 1989 |
Genre | : Electronic Book |
ISBN | : OCLC:946094808 |
Download An Introduction to Continuity Extrema and Related Topics for General Gaussian Processes Book in PDF, Epub and Kindle
An Introduction to Continuity Extrema and Related Topics for General Gaussian Processes
![An Introduction to Continuity Extrema and Related Topics for General Gaussian Processes](https://youbookinc.com/wp-content/uploads/2024/06/cover.jpg)
Author | : Robert J. Adler |
Publsiher | : Unknown |
Total Pages | : 119 |
Release | : 1989 |
Genre | : Gaussian processes |
ISBN | : OCLC:32090971 |
Download An Introduction to Continuity Extrema and Related Topics for General Gaussian Processes Book in PDF, Epub and Kindle
An Introduction to Continuity Extrema and Related Topics for General Gaussian Processes
Author | : Robert J. Adler |
Publsiher | : IMS |
Total Pages | : 198 |
Release | : 1990 |
Genre | : Mathematics |
ISBN | : 094060017X |
Download An Introduction to Continuity Extrema and Related Topics for General Gaussian Processes Book in PDF, Epub and Kindle
Markov Processes Gaussian Processes and Local Times
Author | : Michael B. Marcus,Jay Rosen |
Publsiher | : Cambridge University Press |
Total Pages | : 4 |
Release | : 2006-07-24 |
Genre | : Mathematics |
ISBN | : 9781139458832 |
Download Markov Processes Gaussian Processes and Local Times Book in PDF, Epub and Kindle
This book was first published in 2006. Written by two of the foremost researchers in the field, this book studies the local times of Markov processes by employing isomorphism theorems that relate them to certain associated Gaussian processes. It builds to this material through self-contained but harmonized 'mini-courses' on the relevant ingredients, which assume only knowledge of measure-theoretic probability. The streamlined selection of topics creates an easy entrance for students and experts in related fields. The book starts by developing the fundamentals of Markov process theory and then of Gaussian process theory, including sample path properties. It then proceeds to more advanced results, bringing the reader to the heart of contemporary research. It presents the remarkable isomorphism theorems of Dynkin and Eisenbaum and then shows how they can be applied to obtain new properties of Markov processes by using well-established techniques in Gaussian process theory. This original, readable book will appeal to both researchers and advanced graduate students.
Lectures on Gaussian Processes
Author | : Mikhail Lifshits |
Publsiher | : Springer Science & Business Media |
Total Pages | : 129 |
Release | : 2012-01-11 |
Genre | : Mathematics |
ISBN | : 9783642249396 |
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Gaussian processes can be viewed as a far-reaching infinite-dimensional extension of classical normal random variables. Their theory presents a powerful range of tools for probabilistic modelling in various academic and technical domains such as Statistics, Forecasting, Finance, Information Transmission, Machine Learning - to mention just a few. The objective of these Briefs is to present a quick and condensed treatment of the core theory that a reader must understand in order to make his own independent contributions. The primary intended readership are PhD/Masters students and researchers working in pure or applied mathematics. The first chapters introduce essentials of the classical theory of Gaussian processes and measures with the core notions of reproducing kernel, integral representation, isoperimetric property, large deviation principle. The brevity being a priority for teaching and learning purposes, certain technical details and proofs are omitted. The later chapters touch important recent issues not sufficiently reflected in the literature, such as small deviations, expansions, and quantization of processes. In university teaching, one can build a one-semester advanced course upon these Briefs.
Topics in Spatial Stochastic Processes
Author | : Vincenzo Capasso |
Publsiher | : Springer Science & Business Media |
Total Pages | : 268 |
Release | : 2003-01-21 |
Genre | : Mathematics |
ISBN | : 3540002952 |
Download Topics in Spatial Stochastic Processes Book in PDF, Epub and Kindle
The theory of stochastic processes indexed by a partially ordered set has been the subject of much research over the past twenty years. The objective of this CIME International Summer School was to bring to a large audience of young probabilists the general theory of spatial processes, including the theory of set-indexed martingales and to present the different branches of applications of this theory, including stochastic geometry, spatial statistics, empirical processes, spatial estimators and survival analysis. This theory has a broad variety of applications in environmental sciences, social sciences, structure of material and image analysis. In this volume, the reader will find different approaches which foster the development of tools to modelling the spatial aspects of stochastic problems.
Asymptotic Methods in the Theory of Gaussian Processes and Fields
Author | : Vladimir I. Piterbarg |
Publsiher | : American Mathematical Soc. |
Total Pages | : 222 |
Release | : 2012-03-28 |
Genre | : Mathematics |
ISBN | : 9780821883310 |
Download Asymptotic Methods in the Theory of Gaussian Processes and Fields Book in PDF, Epub and Kindle
This book is devoted to a systematic analysis of asymptotic behavior of distributions of various typical functionals of Gaussian random variables and fields. The text begins with an extended introduction, which explains fundamental ideas and sketches the basic methods fully presented later in the book. Good approximate formulas and sharp estimates of the remainders are obtained for a large class of Gaussian and similar processes. The author devotes special attention to the development of asymptotic analysis methods, emphasizing the method of comparison, the double-sum method and the method of moments. The author has added an extended introduction and has significantly revised the text for this translation, particularly the material on the double-sum method.
Stochastic Analysis and Applications Volume 3
Author | : Yeol Je Cho,Jong Kyu Kim,Yong Kab Choi |
Publsiher | : Nova Publishers |
Total Pages | : 244 |
Release | : 2003 |
Genre | : Mathematics |
ISBN | : 159033860X |
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Stochastic Analysis & Applications, Volume 3