Modern Problems of Stochastic Analysis and Statistics: Selected Contributions in Honor of Valentin Konakov, Panov Vladimir

Автор: Lisei Hannelore, Grecksch Wilfried, Iancu Mihai
Название: Probability: Theory, Examples, Problems, Simulations
ISBN: 9811205736 ISBN-13(EAN): 9789811205736
Издательство: World Scientific Publishing
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Цена: 105600.00 T
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Описание: A key pedagogical feature of the textbook is the accessible approach to probability concepts through examples with explanations and problems with solutions. The reader is encouraged to simulate in Matlab random experiments and to explore the theoretical aspects of the probabilistic models behind the studied experiments. By this appropriate balance between simulations and rigorous mathematical approach, the reader can experience the excitement of comprehending basic concepts and can develop the intuitive thinking in solving problems. The current textbook does not contain proofs for the stated theorems, but corresponding references are given. Moreover, the given Matlab codes and detailed solutions make the textbook accessible to researchers and undergraduate students, by learning various techniques from probability theory and its applications in other fields. This book is intended not only for students of mathematics but also for students of natural sciences, engineering, computer science and for science researchers, who possess the basic knowledge of calculus for the mathematical concepts of the textbook and elementary programming skills for the Matlab simulations.

Автор: Lisei Hannelore, Grecksch Wilfried, Iancu Mihai
Название: Probability: Theory, Examples, Problems, Simulations
ISBN: 9811207194 ISBN-13(EAN): 9789811207198
Издательство: World Scientific Publishing
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Цена: 58080.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A key pedagogical feature of the textbook is the accessible approach to probability concepts through examples with explanations and problems with solutions. The reader is encouraged to simulate in Matlab random experiments and to explore the theoretical aspects of the probabilistic models behind the studied experiments. By this appropriate balance between simulations and rigorous mathematical approach, the reader can experience the excitement of comprehending basic concepts and can develop the intuitive thinking in solving problems. The current textbook does not contain proofs for the stated theorems, but corresponding references are given. Moreover, the given Matlab codes and detailed solutions make the textbook accessible to researchers and undergraduate students, by learning various techniques from probability theory and its applications in other fields. This book is intended not only for students of mathematics but also for students of natural sciences, engineering, computer science and for science researchers, who possess the basic knowledge of calculus for the mathematical concepts of the textbook and elementary programming skills for the Matlab simulations.

Автор: Karl K. Sabelfeld, Nikolai A. Simonov
Название: Stochastic Methods for Boundary Value Problems: Numerics for High-dimensional PDEs and Applications
ISBN: 3110479060 ISBN-13(EAN): 9783110479065
Издательство: Walter de Gruyter
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Цена: 123910.00 T
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Описание: This monograph is devoted to random walk based stochastic algorithms for solving high-dimensional boundary value problems of mathematical physics and chemistry. It includes Monte Carlo methods where the random walks live not only on the boundary, but also inside the domain. A variety of examples from capacitance calculations to electron dynamics in semiconductors are discussed to illustrate the viability of the approach.The book is written for mathematicians who work in the field of partial differential and integral equations, physicists and engineers dealing with computational methods and applied probability, for students and postgraduates studying mathematical physics and numerical mathematics. Contents: IntroductionRandom walk algorithms for solving integral equationsRandom walk-on-boundary algorithms for the Laplace equationWalk-on-boundary algorithms for the heat equationSpatial problems of elasticityVariants of the random walk on boundary for solving stationary potential problemsSplitting and survival probabilities in random walk methods and applicationsA random WOS-based KMC method for electron-hole recombinationsMonte Carlo methods for computing macromolecules properties and solving related problemsBibliography

Автор: Frolov Andrei N
Название: Universal Theory For Strong Limit Theorems Of Probability
ISBN: 9811212821 ISBN-13(EAN): 9789811212826
Издательство: World Scientific Publishing
Цена: 84480.00 T
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Описание: This is the first book which the universal approach to strong laws of probability is discussed in. The universal theories are described for three important objects of probability theory: sums of independent random variables, processes with independent increments and renewal processes. Further generalizations are mentioned. Besides strong laws, large deviations are of independent interest. The case of infinite variations is considered as well. Readers can examine appropriate techniques and methods. Optimality of conditions is discussed.

Автор: Prieto-Rumeau Tomas Et Al
Название: Selected Topics On Continuous-Time Controlled Markov Chains And Markov Games
ISBN: 1848168489 ISBN-13(EAN): 9781848168480
Издательство: World Scientific Publishing
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Цена: 96090.00 T
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Описание: Deals with continuous-time controlled Markov chains and Markov games. This book proposes assumptions on the control and game models that are easily verifiable (and verified) in practice. It also analyzes algorithmic and computational issues.

Автор: Vladimir Panov
Название: Modern Problems of Stochastic Analysis and Statistics
ISBN: 3319653121 ISBN-13(EAN): 9783319653129
Издательство: Springer
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Цена: 88500.00 T
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Описание: This book brings together the latest findings in the area of stochastic analysis and statistics. Contributions were prepared by the participants of the international conference of the international conference "Modern problems of stochastic analysis and statistics", held at the Higher School of Economics in Moscow from May 29 - June 2, 2016.

Автор: Antoniano-Villalobos Isadora, Mena Ramsйs H., Mendoza Manuel
Название: Selected Contributions on Statistics and Data Science in Latin America: 33 Fne and 13 Clatse, 2018, Guadalajara, Mexico, October 1-5
ISBN: 3030315533 ISBN-13(EAN): 9783030315535
Издательство: Springer
Цена: 93160.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The volume includes a collection of peer-reviewed contributions from among those presented at the main conference organized yearly by the Mexican Statistical Association (AME) and every two years by a Latin-American Confederation of Statistical Societies.

Автор: Ahmed S. Ejaz, Carvalho Francisco, Puntanen Simo
Название: Matrices, Statistics and Big Data: Selected Contributions from Iwms 2016
ISBN: 3030175219 ISBN-13(EAN): 9783030175214
Издательство: Springer
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Цена: 93160.00 T
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Описание: This volume features selected, refereed papers on various aspects of statistics, matrix theory and its applications to statistics, as well as related numerical linear algebra topics and numerical solution methods, which are relevant for problems arising in statistics and in big data.

Автор: Isadora Antoniano-Villalobos; Rams?s H. Mena; Manu
Название: Selected Contributions on Statistics and Data Science in Latin America
ISBN: 3030315509 ISBN-13(EAN): 9783030315504
Издательство: Springer
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Цена: 93160.00 T
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Описание: The volume includes a collection of peer-reviewed contributions from among those presented at the main conference organized yearly by the Mexican Statistical Association (AME) and every two years by a Latin-American Confederation of Statistical Societies. For the 2018 edition, particular attention was placed on the analysis of highly complex or large data sets, which have come to be known as “big data”. Statistical research in Latin America is prolific and research networks span within and outside the region. The goal of this volume is to provide access to selected works from Latin-American collaborators and their research networks to a wider audience. New methodological advances, motivated in part by the challenges of a data-driven world and the Latin American context, will be of interest to academics and practitioners around the world.

Автор: Valenzuela Olga, Rojas Fernando, Pomares Hйctor
Название: Theory and Applications of Time Series Analysis: Selected Contributions from Itise 2018
ISBN: 3030260380 ISBN-13(EAN): 9783030260385
Издательство: Springer
Цена: 139750.00 T
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Описание: In turn, the last three parts are dedicated to applied topics and include papers on time series analysis in the earth sciences, energy time series forecasting, and time series analysis and prediction in other real-world problems.

Автор: Rojas Ignacio, Pomares Hector, Valenzuela Olga
Название: Time Series Analysis and Forecasting: Selected Contributions from Itise 2017
ISBN: 3319969439 ISBN-13(EAN): 9783319969435
Издательство: Springer
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Цена: 139750.00 T
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Описание: This book presents selected peer-reviewed contributions from the International Work-Conference on Time Series, ITISE 2017, held in Granada, Spain, September 18-20, 2017. It discusses topics in time series analysis and forecasting, including advanced mathematical methodology, computational intelligence methods for time series, dimensionality reduction and similarity measures, econometric models, energy time series forecasting, forecasting in real problems, online learning in time series as well as high-dimensional and complex/big data time series.The series of ITISE conferences provides a forum for scientists, engineers, educators and students to discuss the latest ideas and implementations in the foundations, theory, models and applications in the field of time series analysis and forecasting. It focuses on interdisciplinary and multidisciplinary research encompassing computer science, mathematics, statistics and econometrics.

Автор: Paula Brito; Patrice Bertrand; Guy Cucumel; Franci
Название: Selected Contributions in Data Analysis and Classification
ISBN: 3540735585 ISBN-13(EAN): 9783540735588
Издательство: Springer
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Цена: 130430.00 T
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Описание: Presents methodological developments in data analysis and classification. This work covers topics including, methods for classification and clustering, dissimilarity analysis, graph analysis, consensus methods, conceptual analysis of data, analysis of symbolic data, data mining, and knowledge discovery in databases.