(Izdošanas datums: 29-Nov-2024, PDF+DRM, Izdevniecība: Taylor & Francis Ltd, ISBN-13: 9781040217214)
Several important topics in spatial and spatio-temporal statistics developed in the last 15 years have not received enough attention in textbooks. Modeling Spatio-Temporal Data: Markov Random Fields, Objectives Bayes, and Multiscale Models aims to fi...Lasīt vairāk
(Izdošanas datums: 29-Nov-2024, EPUB+DRM, Izdevniecība: Taylor & Francis Ltd, ISBN-13: 9781040217245)
Several important topics in spatial and spatio-temporal statistics developed in the last 15 years have not received enough attention in textbooks. Modeling Spatio-Temporal Data: Markov Random Fields, Objectives Bayes, and Multiscale Models aims to fi...Lasīt vairāk
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 c...Lasīt vairāk
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 c...Lasīt vairāk
(Izdošanas datums: 11-Feb-2022, PDF+DRM, Izdevniecība: American Mathematical Society, ISBN-13: 9781470472214)
The title "e;Random Explorations"e; has two meanings. First, a few topics of advanced probability are deeply explored. Second, there is a recurring theme of analyzing a random object by exploring a random path. This book is an outgrowth of le...Lasīt vairāk
This book covers methods of Mathematical Morphology to model and simulate random sets and functions (scalar and multivariate). The introduced models concern many physical situations in heterogeneous media, where a probabilistic approach is required,...Lasīt vairāk
This book provides an inter-disciplinary introduction to the theory of random fields and its applications. Spatial models and spatial data analysis are integral parts of many scientific and engineering disciplines. Random fields provide a general the...Lasīt vairāk
This book provides an inter-disciplinary introduction to the theory of random fields and its applications. Spatial models and spatial data analysis are integral parts of many scientific and engineering disciplines. Random fields provide a general the...Lasīt vairāk
Sērija : Chapman & Hall/CRC Texts in Statistical Science
(Izdošanas datums: 19-Mar-2019, EPUB+DRM, Izdevniecība: Taylor & Francis Ltd, ISBN-13: 9780429627033)
Theory of Spatial Statistics: A Concise Introduction presents the most important models used in spatial statistics, including random fields and point processes, from a rigorous mathematical point of view and shows how to carry out statistical inferen...Lasīt vairāk
Sērija : Chapman & Hall/CRC Texts in Statistical Science
(Izdošanas datums: 19-Mar-2019, PDF+DRM, Izdevniecība: Taylor & Francis Ltd, ISBN-13: 9780429628672)
Theory of Spatial Statistics: A Concise Introduction presents the most important models used in spatial statistics, including random fields and point processes, from a rigorous mathematical point of view and shows how to carry out statistical inferen...Lasīt vairāk
Sērija : Memoirs of the American Mathematical Society
(Izdošanas datums: 12-Feb-2019, PDF+DRM, Izdevniecība: American Mathematical Society, ISBN-13: 9781470454166)
The author studies continuous processes indexed by a special family of graphs. Processes indexed by vertices of graphs are known as probabilistic graphical models. In 2011, Burdzy and Pal proposed a continuous version of graphical models indexed by g...Lasīt vairāk
We propose results of the investigation of the problem of the mean square optimal estimation of linear functionals which depend on the unknown values of periodically correlated isotropic random fields. Estimates are based on observations of the field...Lasīt vairāk
(Izdošanas datums: 20-Nov-2017, PDF+DRM, Izdevniecība: Taylor & Francis Ltd, ISBN-13: 9781351356466)
The first book to examine weakly stationary random fields and their connections with invariant subspaces (an area associated with functional analysis). It reviews current literature, presents central issues and most important results within the area....Lasīt vairāk
(Izdošanas datums: 20-Nov-2017, EPUB+DRM, Izdevniecība: Taylor & Francis Ltd, ISBN-13: 9781351356459)
The first book to examine weakly stationary random fields and their connections with invariant subspaces (an area associated with functional analysis). It reviews current literature, presents central issues and most important results within the area....Lasīt vairāk
Spatiotemporal Random Fields: Theory and Applications, Second Edition, provides readers with a new and updated edition of the text that explores the application of spatiotemporal random field models to problems in ocean, earth, and atmospheric scienc...Lasīt vairāk
Spatiotemporal Random Fields: Theory and Applications, Second Edition, provides readers with a new and updated edition of the text that explores the application of spatiotemporal random field models to problems in ocean, earth, and atmospheric scienc...Lasīt vairāk
This latest volume in the Foundations & Philosophy of Science & Technology series provides an account of probabilistic functional analysis and shows its applicability in the formulation of the behaviour of discrete media with the inclusion of microst...Lasīt vairāk
Focusing on the mathematics that lies at the intersection of probability theory, statistical physics, combinatorics and computer science, this volume collects together lecture notes on recent developments in the area. The common ground of these subje...Lasīt vairāk
This volume presents five different methods recently developed to tackle the large scale behavior of highly correlated random systems, such as spin glasses, random polymers, local times and loop soups and random matrices. These methods, presented in...Lasīt vairāk
This work covers sequence-based protein homology detection, a fundamental and challenging bioinformatics problem with a variety of real-world applications. The text first surveys a few popular homology detection methods, such as Position-Specific Sco...Lasīt vairāk
