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Hidden Markov Processes and Adaptive Filtering

podle Yury A. Kutoyants ...

Série série Mathematics and Statistics (R0)
This book is devoted to the problem of adaptive filtering for partially observed systems depending on unknown parameters. Adaptive filters are proposed for a wide variety of models: Gaussian and conditionally Gaussian linear models of diffusion processes; some nonlinear models; telegraph signals in white Gaussian noise (all in continuous time); and autoregressive processes observed in white noise ... Přečtěte si více

3 937,89 Kč

This book is devoted to the problem of adaptive filtering for partially observed systems depending on unknown parameters. Adaptive filters are proposed for a wide variety of models: Gaussian and conditionally Gaussian linear models of diffusion processes; some nonlinear models; telegraph signals in white Gaussian noise (all in continuous time); and autoregressive processes observed in white noise
... Přečtěte si více
Stationary Stochastic Processes

Theory and Applications

podle Georg Lindgren ...

Série série Chapman & Hall/CRC Texts in Statistical Science
Intended for a second course in stationary processes, Stationary Stochastic Processes: Theory and Applications presents the theory behind the field's widely scattered applications in engineering and science. In addition, it reviews sample function properties and spectral representations for stationary processes and fields, including a portion on st ... Přečtěte si více

3 080,69 Kč

Intended for a second course in stationary processes, Stationary Stochastic Processes: Theory and Applications presents the theory behind the field's widely scattered applications in engineering and science. In addition, it reviews sample function properties and spectral representations for stationary processes and fields, including a portion on st
... Přečtěte si více
Discovering Evolution Equations with Applications

Volume 2-Stochastic Equations

podle Mark McKibben ...

Série série Chapman & Hall/CRC Applied Mathematics & Nonlinear Science
Most existing books on evolution equations tend either to cover a particular class of equations in too much depth for beginners or focus on a very specific research direction. Thus, the field can be daunting for newcomers to the field who need access to preliminary material and behind-the-scenes detail. Taking an applications-oriented, conversation ... Přečtěte si více

2 324,45 Kč

Most existing books on evolution equations tend either to cover a particular class of equations in too much depth for beginners or focus on a very specific research direction. Thus, the field can be daunting for newcomers to the field who need access to preliminary material and behind-the-scenes detail. Taking an applications-oriented, conversation
... Přečtěte si více
Informal Introduction To Stochastic Calculus With Applications, An (Second Edition)

podle Ovidiu Calin ...

Most branches of science involving random fluctuations can be approached by Stochastic Calculus. These include, but are not limited to, signal processing, noise filtering, stochastic control, optimal stopping, electrical circuits, financial markets, molecular chemistry, population dynamics, etc. All these applications assume a strong mathematical background, which in general takes a long time to ... Přečtěte si více

1 164,29 Kč

Most branches of science involving random fluctuations can be approached by Stochastic Calculus. These include, but are not limited to, signal processing, noise filtering, stochastic control, optimal stopping, electrical circuits, financial markets, molecular chemistry, population dynamics, etc. All these applications assume a strong mathematical background, which in general takes a long time to
... Přečtěte si více
Selfsimilar Processes

podle Paul Embrechts ...

Série série Princeton Series in Applied Mathematics
The modeling of stochastic dependence is fundamental for understanding random systems evolving in time. When measured through linear correlation, many of these systems exhibit a slow correlation decay--a phenomenon often referred to as long-memory or long-range dependence. An example of this is the absolute returns of equity data in finance. Selfsimilar stochastic processes (particularly ... Přečtěte si více

1 427,19 Kč

The modeling of stochastic dependence is fundamental for understanding random systems evolving in time. When measured through linear correlation, many of these systems exhibit a slow correlation decay--a phenomenon often referred to as long-memory or long-range dependence. An example of this is the absolute returns of equity data in finance. Selfsimilar stochastic processes (particularly
... Přečtěte si více
Quantum Probability And Related Topics - Proceedings Of The 32nd Conference

podle Franco Fagnola, Luigi Accardi ...

Série Kniha 29 - Qp-pq: Quantum Probability And White Noise Analysis
This volume contains the current research in quantum probability, infinite dimensional analysis and related topics. Contributions by experts in these fields highlight the latest developments and interdisciplinary connections with classical probability, stochastic analysis, white noise analysis, functional analysis and quantum information theory.This diversity shows how research in quantum ... Přečtěte si více

845,09 Kč

This volume contains the current research in quantum probability, infinite dimensional analysis and related topics. Contributions by experts in these fields highlight the latest developments and interdisciplinary connections with classical probability, stochastic analysis, white noise analysis, functional analysis and quantum information theory.This diversity shows how research in quantum
... Přečtěte si více
Path Integrals in Physics

Volume I Stochastic Processes and Quantum Mechanics

podle M Chaichian, A Demichev ...

Path Integrals in Physics: Volume I, Stochastic Processes and Quantum Mechanics presents the fundamentals of path integrals, both the Wiener and Feynman type, and their many applications in physics. Accessible to a broad community of theoretical physicists, the book deals with systems possessing a infinite number of degrees in freedom. It discusses the general physical background and concepts of ... Přečtěte si více

1 988,35 Kč

Path Integrals in Physics: Volume I, Stochastic Processes and Quantum Mechanics presents the fundamentals of path integrals, both the Wiener and Feynman type, and their many applications in physics. Accessible to a broad community of theoretical physicists, the book deals with systems possessing a infinite number of degrees in freedom. It discusses the general physical background and concepts of
... Přečtěte si více
Multifractional Stochastic Fields: Wavelet Strategies In Multifractional Frameworks

podle Antoine Ayache ...

Fractional Brownian Motion (FBM) is a very classical continuous self-similar Gaussian field with stationary increments. In 1940, some works of Kolmogorov on turbulence led him to introduce this quite natural extension of Brownian Motion, which, in contrast with the latter, has correlated increments. However, the denomination FBM is due to a very famous article by Mandelbrot and Van Ness, published ... Přečtěte si více

1 765,19 Kč

Fractional Brownian Motion (FBM) is a very classical continuous self-similar Gaussian field with stationary increments. In 1940, some works of Kolmogorov on turbulence led him to introduce this quite natural extension of Brownian Motion, which, in contrast with the latter, has correlated increments. However, the denomination FBM is due to a very famous article by Mandelbrot and Van Ness, published
... Přečtěte si více
Festschrift Masatoshi Fukushima: In Honor Of Masatoshi Fukushima's Sanju

podle Zhen-qing Chen, Niels Jacob, Masayoshi Takeda, Toshihiro Uemura ...

Série Kniha 17 - Interdisciplinary Mathematical Sciences
This book contains original research papers by leading experts in the fields of probability theory, stochastic analysis, potential theory and mathematical physics. There is also a historical account on Masatoshi Fukushima's contribution to mathematics, as well as authoritative surveys on the state of the art in the field. ... Přečtěte si více

1 258,19 Kč

This book contains original research papers by leading experts in the fields of probability theory, stochastic analysis, potential theory and mathematical physics. There is also a historical account on Masatoshi Fukushima's contribution to mathematics, as well as authoritative surveys on the state of the art in the field.
... Přečtěte si více
Spatial Point Patterns

Methodology and Applications with R

podle Adrian Baddeley, Ege Rubak, Rolf Turner ...

Série série Chapman & Hall/CRC Interdisciplinary Statistics
Modern Statistical Methodology and Software for Analyzing Spatial Point PatternsSpatial Point Patterns: Methodology and Applications with R shows scientific researchers and applied statisticians from a wide range of fields how to analyze their spatial point pattern data. Making the techniques accessible to non-mathematicians, the authors draw on th ... Přečtěte si více

2 464,50 Kč

Modern Statistical Methodology and Software for Analyzing Spatial Point PatternsSpatial Point Patterns: Methodology and Applications with R shows scientific researchers and applied statisticians from a wide range of fields how to analyze their spatial point pattern data. Making the techniques accessible to non-mathematicians, the authors draw on th
... Přečtěte si více
Advances in Statistical Inference for Processes Driven by Fractional Processes

Inference for Fractional Processes

podle B L S Prakasa Rao ...

One of the important problems in studying stochastic phenomena is to develop stochastic models and understand their implications behind the phenomenon. Long range dependence is an important stochastic phenomena and it needs study of special type of stochastic processes for modelling. My earlier book on Statistical Inference for Fractional Diffusion Processes (2010) dealt with several aspects for ... Přečtěte si více

2 516,39 Kč

One of the important problems in studying stochastic phenomena is to develop stochastic models and understand their implications behind the phenomenon. Long range dependence is an important stochastic phenomena and it needs study of special type of stochastic processes for modelling. My earlier book on Statistical Inference for Fractional Diffusion Processes (2010) dealt with several aspects for
... Přečtěte si více
Asymptotic Analysis of Random Walks

Light-Tailed Distributions

Překlad: Mikhail Zhitlukhin, V. V. Ulyanov ...

podle A. A. Borovkov ...

Série Kniha 176 - Encyclopedia of Mathematics and its Applications
This is a companion book to Asymptotic Analysis of Random Walks: Heavy-Tailed Distributions by A.A. Borovkov and K.A. Borovkov. Its self-contained systematic exposition provides a highly useful resource for academic researchers and professionals interested in applications of probability in statistics, ruin theory, and queuing theory. The large deviation principle for random walks was first ... Přečtěte si více

3 062,59 Kč

This is a companion book to Asymptotic Analysis of Random Walks: Heavy-Tailed Distributions by A.A. Borovkov and K.A. Borovkov. Its self-contained systematic exposition provides a highly useful resource for academic researchers and professionals interested in applications of probability in statistics, ruin theory, and queuing theory. The large deviation principle for random walks was first
... Přečtěte si více
Basics of Probability and Stochastic Processes

podle Esra Bas ...

Série série Mathematics and Statistics (R0)
This textbook explores probability and stochastic processes at a level that does not require any prior knowledge except basic calculus. It presents the fundamental concepts in a step-by-step manner, and offers remarks and warnings for deeper insights. The chapters include basic examples, which are revisited as the new concepts are introduced. To aid learning, figures and diagrams are used to help ... Přečtěte si více

1 093,79 Kč

This textbook explores probability and stochastic processes at a level that does not require any prior knowledge except basic calculus. It presents the fundamental concepts in a step-by-step manner, and offers remarks and warnings for deeper insights. The chapters include basic examples, which are revisited as the new concepts are introduced. To aid learning, figures and diagrams are used to help
... Přečtěte si více
Stochastic versus Deterministic Systems of Iterative Processes

podle G S Ladde, M Sambandham ...

Série Kniha 11 - Trends in Abstract and Applied Analysis
Continuous state dynamic models can be reformulated into discrete state processes. This process generates numerical schemes that lead theoretical iterative schemes. This type of method of stochastic modelling generates three basic problems. First, the fundamental properties of solution, namely, existence, uniqueness, measurability, continuous dependence on system parameters depend on mode of ... Přečtěte si více

1 765,19 Kč

Continuous state dynamic models can be reformulated into discrete state processes. This process generates numerical schemes that lead theoretical iterative schemes. This type of method of stochastic modelling generates three basic problems. First, the fundamental properties of solution, namely, existence, uniqueness, measurability, continuous dependence on system parameters depend on mode of
... Přečtěte si více
Statistical Significance and the PHC Curve

podle Hideki Toyoda ...

Série série Mathematics and Statistics (R0)
This book explains the importance of using the probability that the hypothesis is correct (PHC), an intuitive measure that anyone can understand, as an alternative to the p-value. In order to overcome the “reproducibility crisis” caused by the misuse of significance tests, this book provides a detailed explanation of the mechanism of p-hacking using significance tests, and concretely shows the ... Přečtěte si více

2 625,19 Kč

This book explains the importance of using the probability that the hypothesis is correct (PHC), an intuitive measure that anyone can understand, as an alternative to the p-value. In order to overcome the “reproducibility crisis” caused by the misuse of significance tests, this book provides a detailed explanation of the mechanism of p-hacking using significance tests, and concretely shows the
... Přečtěte si více
20th International Probabilistic Workshop

IPW 2024

Upravil: José C. Matos, Paulo B. Lourenço, Daniel V. Oliveira, Jorge Branco, Dirk Proske, Rui A. Silva, Hélder S. Sousa ...

Série série Springer Nature Proceedings excluding Computer Science
This volume presents the proceedings of the 20th International Probabilistic Workshop (IPW), which was held in Guimarães, Portugal on May 8-10, 2024. Probabilistic methods are currently of crucial importance for research and developments in the field of engineering, which face challenges presented by new materials and technologies and rapidly changing societal needs and values. Contemporary needs ... Přečtěte si více

5 228,99 Kč

This volume presents the proceedings of the 20th International Probabilistic Workshop (IPW), which was held in Guimarães, Portugal on May 8-10, 2024. Probabilistic methods are currently of crucial importance for research and developments in the field of engineering, which face challenges presented by new materials and technologies and rapidly changing societal needs and values. Contemporary needs
... Přečtěte si více
Advanced Engineering Mathematics

A Second Course with MatLab

podle Dean G. Duffy ...

Série série Advances in Applied Mathematics
Through four previous editions of Advanced Engineering Mathematics with MATLAB, the author presented a wide variety of topics needed by today's engineers. The fifth edition of that book, available now, has been broken into two parts: topics currently needed in mathematics courses and a new stand-alone volume presenting topics not often included in these courses and consequently unknown to ... Přečtěte si více

2 772,60 Kč

Through four previous editions of Advanced Engineering Mathematics with MATLAB, the author presented a wide variety of topics needed by today's engineers. The fifth edition of that book, available now, has been broken into two parts: topics currently needed in mathematics courses and a new stand-alone volume presenting topics not often included in these courses and consequently unknown to
... Přečtěte si více
Discrete-Time Semi-Markov Random Evolutions and Their Applications

podle Nikolaos Limnios, Anatoliy Swishchuk ...

Série série Mathematics and Statistics (R0)
This book extends the theory and applications of random evolutions to semi-Markov random media in discrete time, essentially focusing on semi-Markov chains as switching or driving processes. After giving the definitions of discrete-time semi-Markov chains and random evolutions, it presents the asymptotic theory in a functional setting, including weak convergence results in the series scheme, and ... Přečtěte si více

2 625,19 Kč

This book extends the theory and applications of random evolutions to semi-Markov random media in discrete time, essentially focusing on semi-Markov chains as switching or driving processes. After giving the definitions of discrete-time semi-Markov chains and random evolutions, it presents the asymptotic theory in a functional setting, including weak convergence results in the series scheme, and
... Přečtěte si více
Integral Inequalities and Generalized Convexity

podle Shashi Kant Mishra, Nidhi Sharma, Jaya Bisht ...

The e-book+ version of the book, Integral Inequalities and Generalized Convexity, complements the other versions of the book. The e-book+ version provides the user with additional features to enhance the user’s understanding of this reference text. The four short videos recorded by the author and embedded in appropriate sections of the book outline and explain the key features of the book which ... Přečtěte si více

1 400,16 Kč

The e-book+ version of the book, Integral Inequalities and Generalized Convexity, complements the other versions of the book. The e-book+ version provides the user with additional features to enhance the user’s understanding of this reference text. The four short videos recorded by the author and embedded in appropriate sections of the book outline and explain the key features of the book which
... Přečtěte si více
Advances in Queueing Theory, Methods, and Open Problems

podle Jewgeni H. Dshalalow ...

Série série Probability and Stochastics Series
The progress of science and technology has placed Queueing Theory among the most popular disciplines in applied mathematics, operations research, and engineering. Although queueing has been on the scientific market since the beginning of this century, it is still rapidly expanding by capturing new areas in technology. Advances in Queueing provides a comprehensive overview of problems in this ... Přečtěte si více

1 932,33 Kč

The progress of science and technology has placed Queueing Theory among the most popular disciplines in applied mathematics, operations research, and engineering. Although queueing has been on the scientific market since the beginning of this century, it is still rapidly expanding by capturing new areas in technology. Advances in Queueing provides a comprehensive overview of problems in this
... Přečtěte si více
Bayesian Methods in the Search for MH370

podle Sam Davey, Neil Gordon, Ian Holland, Mark Rutten, Jason Williams ...

Série série SpringerBriefs in Electrical and Computer Engineering
This book demonstrates how nonlinear/non-Gaussian Bayesian time series estimation methods were used to produce a probability distribution of potential MH370 flight paths. It provides details of how the probabilistic models of aircraft flight dynamics, satellite communication system measurements, environmental effects and radar data were constructed and calibrated. The probability distribution was ... Přečtěte si více

Zdarma

This book demonstrates how nonlinear/non-Gaussian Bayesian time series estimation methods were used to produce a probability distribution of potential MH370 flight paths. It provides details of how the probabilistic models of aircraft flight dynamics, satellite communication system measurements, environmental effects and radar data were constructed and calibrated. The probability distribution was
... Přečtěte si více
Probabilistic Spiking Neuronal Nets

Neuromathematics for the Computer Era

podle Antonio Galves, Eva Löcherbach, Christophe Pouzat ...

Série série Mathematics and Statistics (R0)
This book provides a self-contained introduction to a new class of stochastic models for systems of spiking neurons. These systems have a large number of interacting components, each one evolving as a stochastic process with a memory of variable length. Several mathematical tools are put to use, such as Markov chains, stochastic chains having memory of variable length, point processes having ... Přečtěte si více

2 187,69 Kč

This book provides a self-contained introduction to a new class of stochastic models for systems of spiking neurons. These systems have a large number of interacting components, each one evolving as a stochastic process with a memory of variable length. Several mathematical tools are put to use, such as Markov chains, stochastic chains having memory of variable length, point processes having
... Přečtěte si více
Polya Urn Models

podle Hosam Mahmoud ...

Série série Chapman & Hall/CRC Texts in Statistical Science
Incorporating a collection of recent results, Polya Urn Models deals with discrete probability through the modern and evolving urn theory and its numerous applications. It looks at how some classical problems of discrete probability have roots in urn models. The book covers the Polya-Eggenberger, Bernard Friedman's, the Bagchi-Pal, and the Ehrenfest urns. It also explains the processes of ... Přečtěte si více

1 260,12 Kč

Incorporating a collection of recent results, Polya Urn Models deals with discrete probability through the modern and evolving urn theory and its numerous applications. It looks at how some classical problems of discrete probability have roots in urn models. The book covers the Polya-Eggenberger, Bernard Friedman's, the Bagchi-Pal, and the Ehrenfest urns. It also explains the processes of
... Přečtěte si více
Statistical Methods for Stochastic Differential Equations

podle Mathieu Kessler, Alexander Lindner, Michael Sorensen ...

Série série Chapman & Hall/CRC Monographs on Statistics and Applied Probability
The seventh volume in the SemStat series, Statistical Methods for Stochastic Differential Equations presents current research trends and recent developments in statistical methods for stochastic differential equations. Written to be accessible to both new students and seasoned researchers, each self-contained chapter starts with introductions to th ... Přečtěte si více

1 652,24 Kč

The seventh volume in the SemStat series, Statistical Methods for Stochastic Differential Equations presents current research trends and recent developments in statistical methods for stochastic differential equations. Written to be accessible to both new students and seasoned researchers, each self-contained chapter starts with introductions to th
... Přečtěte si více

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Doporučeno pro vás

Pravděpodobnost elektronické knihy

Hidden Markov Processes and Adaptive Filtering

Stationary Stochastic Processes

Discovering Evolution Equations with Applications

Informal Introduction To Stochastic Calculus With Applications, An (Second Edition)

Selfsimilar Processes

Quantum Probability And Related Topics - Proceedings Of The 32nd Conference

Path Integrals in Physics

Multifractional Stochastic Fields: Wavelet Strategies In Multifractional Frameworks

Festschrift Masatoshi Fukushima: In Honor Of Masatoshi Fukushima's Sanju

Spatial Point Patterns

Advances in Statistical Inference for Processes Driven by Fractional Processes

Asymptotic Analysis of Random Walks

Basics of Probability and Stochastic Processes

Stochastic versus Deterministic Systems of Iterative Processes

Statistical Significance and the PHC Curve

20th International Probabilistic Workshop

Advanced Engineering Mathematics

Discrete-Time Semi-Markov Random Evolutions and Their Applications

Integral Inequalities and Generalized Convexity

Advances in Queueing Theory, Methods, and Open Problems

Bayesian Methods in the Search for MH370

Probabilistic Spiking Neuronal Nets

Polya Urn Models

Statistical Methods for Stochastic Differential Equations