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Local Limit Theorems For Inhomogeneous Markov Chains
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Book Synopsis Local Limit Theorems for Inhomogeneous Markov Chains by : Dmitry Dolgopyat
Download or read book Local Limit Theorems for Inhomogeneous Markov Chains written by Dmitry Dolgopyat and published by Springer Nature. This book was released on 2023-07-31 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book extends the local central limit theorem to Markov chains whose state spaces and transition probabilities are allowed to change in time. Such chains are used to model Markovian systems depending on external time-dependent parameters. The book develops a new general theory of local limit theorems for additive functionals of Markov chains, in the regimes of local, moderate, and large deviations, and provides nearly optimal conditions for the classical expansions, as well as asymptotic corrections when these conditions fail. Applications include local limit theorems for independent but not identically distributed random variables, Markov chains in random environments, and time-dependent perturbations of homogeneous Markov chains. The inclusion of appendices with background material, numerous examples, and an account of the historical background of the subject make this self-contained book accessible to graduate students. It will also be useful for researchers in probability and ergodic theory who are interested in asymptotic behaviors, Markov chains in random environments, random dynamical systems and non-stationary systems.
Book Synopsis Journal of Research of the National Bureau of Standards by : United States. National Bureau of Standards
Download or read book Journal of Research of the National Bureau of Standards written by United States. National Bureau of Standards and published by . This book was released on 1963 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Finite Markov Processes and Their Applications by : Marius Iosifescu
Download or read book Finite Markov Processes and Their Applications written by Marius Iosifescu and published by Courier Corporation. This book was released on 2007-06-05 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: Self-contained treatment covers both theory and applications. Topics include the fundamental role of homogeneous infinite Markov chains in the mathematical modeling of psychology and genetics. 1980 edition.
Book Synopsis Recent Soviet Contributions to Mathematics by : Joseph P. LaSalle
Download or read book Recent Soviet Contributions to Mathematics written by Joseph P. LaSalle and published by . This book was released on 1962 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis U.S. Government Research Reports by :
Download or read book U.S. Government Research Reports written by and published by . This book was released on 1964 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Compound Renewal Processes by : A. A. Borovkov
Download or read book Compound Renewal Processes written by A. A. Borovkov and published by Cambridge University Press. This book was released on 2022-06-30 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Compound renewal processes (CRPs) are among the most ubiquitous models arising in applications of probability. At the same time, they are a natural generalization of random walks, the most well-studied classical objects in probability theory. This monograph, written for researchers and graduate students, presents the general asymptotic theory and generalizes many well-known results concerning random walks. The book contains the key limit theorems for CRPs, functional limit theorems, integro-local limit theorems, large and moderately large deviation principles for CRPs in the state space and in the space of trajectories, including large deviation principles in boundary crossing problems for CRPs, with an explicit form of the rate functionals, and an extension of the invariance principle for CRPs to the domain of moderately large and small deviations. Applications establish the key limit laws for Markov additive processes, including limit theorems in the domains of normal and large deviations.
Book Synopsis Index to Statistics and Probability: Permuted titles. Microclimatic-Z by : Ian C. Ross
Download or read book Index to Statistics and Probability: Permuted titles. Microclimatic-Z written by Ian C. Ross and published by . This book was released on 1973 with total page 808 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Twenty-Four Papers on Statistics and Probability by :
Download or read book Twenty-Four Papers on Statistics and Probability written by and published by American Mathematical Soc.. This book was released on with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Moscow University Mathematics Bulletin by : Московский государственный университет им. М.В. Ломоносова
Download or read book Moscow University Mathematics Bulletin written by Московский государственный университет им. М.В. Ломоносова and published by . This book was released on 1981 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Limit Theorems in Probability Theory and Related Fields by :
Download or read book Limit Theorems in Probability Theory and Related Fields written by and published by . This book was released on 1987 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Covergence Theorems with a Stable Limit Law by : Gerd Christoph
Download or read book Covergence Theorems with a Stable Limit Law written by Gerd Christoph and published by Wiley-VCH. This book was released on 1992-12-15 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book deals with Berry-Esseen-type inequalities, asymptotic expansions, non-uniform estimates, U-statistics, and the density problem.
Download or read book Mathematical Reviews written by and published by . This book was released on 2005 with total page 1852 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Dynamic Random Walks by : Nadine Guillotin-Plantard
Download or read book Dynamic Random Walks written by Nadine Guillotin-Plantard and published by Elsevier. This book was released on 2006-02-08 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this book is to report on the progress realized in probability theory in the field of dynamic random walks and to present applications in computer science, mathematical physics and finance. Each chapter contains didactical material as well as more advanced technical sections. Few appendices will help refreshing memories (if necessary!).· New probabilistic model, new results in probability theory· Original applications in computer science· Applications in mathematical physics· Applications in finance
Book Synopsis Bibliography of Statistical Literature: 1950-1958 by : Maurice George Kendall
Download or read book Bibliography of Statistical Literature: 1950-1958 written by Maurice George Kendall and published by . This book was released on 1962 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Variants of Evolutionary Algorithms for Real-World Applications by : Raymond Chiong
Download or read book Variants of Evolutionary Algorithms for Real-World Applications written by Raymond Chiong and published by Springer Science & Business Media. This book was released on 2011-11-13 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary Algorithms (EAs) are population-based, stochastic search algorithms that mimic natural evolution. Due to their ability to find excellent solutions for conventionally hard and dynamic problems within acceptable time, EAs have attracted interest from many researchers and practitioners in recent years. This book “Variants of Evolutionary Algorithms for Real-World Applications” aims to promote the practitioner’s view on EAs by providing a comprehensive discussion of how EAs can be adapted to the requirements of various applications in the real-world domains. It comprises 14 chapters, including an introductory chapter re-visiting the fundamental question of what an EA is and other chapters addressing a range of real-world problems such as production process planning, inventory system and supply chain network optimisation, task-based jobs assignment, planning for CNC-based work piece construction, mechanical/ship design tasks that involve runtime-intense simulations, data mining for the prediction of soil properties, automated tissue classification for MRI images, and database query optimisation, among others. These chapters demonstrate how different types of problems can be successfully solved using variants of EAs and how the solution approaches are constructed, in a way that can be understood and reproduced with little prior knowledge on optimisation.
Book Synopsis Independent and Stationary Sequences of Random Variables by : Ilʹdar Abdulovich Ibragimov
Download or read book Independent and Stationary Sequences of Random Variables written by Ilʹdar Abdulovich Ibragimov and published by . This book was released on 1971 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Soviet Mathematics written by and published by . This book was released on 1970 with total page 916 pages. Available in PDF, EPUB and Kindle. Book excerpt:
