Random Point Processes PDF Download
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| Author | : Donald L. Snyder |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 489 |
| Release | : 2012-12-06 |
| Genre | : Technology & Engineering |
| ISBN | : 1461231663 |
Download Random Point Processes in Time and Space Book in PDF, ePub and Kindle
This book is a revision of Random Point Processes written by D. L. Snyder and published by John Wiley and Sons in 1975. More emphasis is given to point processes on multidimensional spaces, especially to pro cesses in two dimensions. This reflects the tremendous increase that has taken place in the use of point-process models for the description of data from which images of objects of interest are formed in a wide variety of scientific and engineering disciplines. A new chapter, Translated Poisson Processes, has been added, and several of the chapters of the fIrst edition have been modifIed to accommodate this new material. Some parts of the fIrst edition have been deleted to make room. Chapter 7 of the fIrst edition, which was about general marked point-processes, has been eliminated, but much of the material appears elsewhere in the new text. With some re luctance, we concluded it necessary to eliminate the topic of hypothesis testing for point-process models. Much of the material of the fIrst edition was motivated by the use of point-process models in applications at the Biomedical Computer Labo ratory of Washington University, as is evident from the following excerpt from the Preface to the first edition. "It was Jerome R. Cox, Jr. , founder and [1974] director of Washington University's Biomedical Computer Laboratory, who ftrst interested me [D. L. S.
| Author | : D.J. Daley |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 487 |
| Release | : 2006-04-10 |
| Genre | : Mathematics |
| ISBN | : 0387215646 |
Download An Introduction to the Theory of Point Processes Book in PDF, ePub and Kindle
Point processes and random measures find wide applicability in telecommunications, earthquakes, image analysis, spatial point patterns, and stereology, to name but a few areas. The authors have made a major reshaping of their work in their first edition of 1988 and now present their Introduction to the Theory of Point Processes in two volumes with sub-titles Elementary Theory and Models and General Theory and Structure. Volume One contains the introductory chapters from the first edition, together with an informal treatment of some of the later material intended to make it more accessible to readers primarily interested in models and applications. The main new material in this volume relates to marked point processes and to processes evolving in time, where the conditional intensity methodology provides a basis for model building, inference, and prediction. There are abundant examples whose purpose is both didactic and to illustrate further applications of the ideas and models that are the main substance of the text.
| Author | : Donald Lee Snyder |
| Publisher | : Wiley-Interscience |
| Total Pages | : 508 |
| Release | : 1975 |
| Genre | : Mathematics |
| ISBN | : |
Download Random Point Processes Book in PDF, ePub and Kindle
| Author | : Donald Lee Snyder |
| Publisher | : Wiley-Interscience |
| Total Pages | : 504 |
| Release | : 1975 |
| Genre | : Mathematics |
| ISBN | : |
Download Random Point Processes Book in PDF, ePub and Kindle
| Author | : D.R. Cox |
| Publisher | : Routledge |
| Total Pages | : 188 |
| Release | : 2018-12-19 |
| Genre | : Mathematics |
| ISBN | : 135142386X |
Download Point Processes Book in PDF, ePub and Kindle
There has been much recent research on the theory of point processes, i.e., on random systems consisting of point events occurring in space or time. Applications range from emissions from a radioactive source, occurrences of accidents or machine breakdowns, or of electrical impluses along nerve fibres, to repetitive point events in an individual's medical or social history. Sometimes the point events occur in space rather than time and the application here raneg from statistical physics to geography. The object of this book is to develop the applied mathemathics of point processes at a level which will make the ideas accessible both to the research worker and the postgraduate student in probability and statistics and also to the mathemathically inclined individual in another field interested in using ideas and results. A thorough knowledge of the key notions of elementary probability theory is required to understand the book, but specialised "pure mathematical" coniderations have been avoided.
| Author | : Daryl J. Daley |
| Publisher | : Springer |
| Total Pages | : 736 |
| Release | : 1988 |
| Genre | : Mathematics |
| ISBN | : |
Download An Introduction to the Theory of Point Processes Book in PDF, ePub and Kindle
| Author | : Roy L. Streit |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 274 |
| Release | : 2010-09-15 |
| Genre | : Technology & Engineering |
| ISBN | : 1441969233 |
Download Poisson Point Processes Book in PDF, ePub and Kindle
"Poisson Point Processes provides an overview of non-homogeneous and multidimensional Poisson point processes and their numerous applications. Readers will find constructive mathematical tools and applications ranging from emission and transmission computed tomography to multiple target tracking and distributed sensor detection, written from an engineering perspective. A valuable discussion of the basic properties of finite random sets is included. Maximum likelihood estimation techniques are discussed for several parametric forms of the intensity function, including Gaussian sums, together with their Cramer-Rao bounds. These methods are then used to investigate: -Several medical imaging techniques, including positron emission tomography (PET), single photon emission computed tomography (SPECT), and transmission tomography (CT scans) -Various multi-target and multi-sensor tracking applications, -Practical applications in areas like distributed sensing and detection, -Related finite point processes such as marked processes, hard core processes, cluster processes, and doubly stochastic processes, Perfect for researchers, engineers and graduate students working in electrical engineering and computer science, Poisson Point Processes will prove to be an extremely valuable volume for those seeking insight into the nature of these processes and their diverse applications.
| Author | : Jesper Moller |
| Publisher | : CRC Press |
| Total Pages | : 320 |
| Release | : 2003-09-25 |
| Genre | : Mathematics |
| ISBN | : 9780203496930 |
Download Statistical Inference and Simulation for Spatial Point Processes Book in PDF, ePub and Kindle
Spatial point processes play a fundamental role in spatial statistics and today they are an active area of research with many new applications. Although other published works address different aspects of spatial point processes, most of the classical literature deals only with nonparametric methods, and a thorough treatment of the theory and applications of simulation-based inference is difficult to find. Written by researchers at the top of the field, this book collects and unifies recent theoretical advances and examples of applications. The authors examine Markov chain Monte Carlo algorithms and explore one of the most important recent developments in MCMC: perfect simulation procedures.
| Author | : D.R. Cox |
| Publisher | : Routledge |
| Total Pages | : 171 |
| Release | : 2018-12-19 |
| Genre | : Mathematics |
| ISBN | : 1351423851 |
Download Point Processes Book in PDF, ePub and Kindle
There has been much recent research on the theory of point processes, i.e., on random systems consisting of point events occurring in space or time. Applications range from emissions from a radioactive source, occurrences of accidents or machine breakdowns, or of electrical impluses along nerve fibres, to repetitive point events in an individual's medical or social history. Sometimes the point events occur in space rather than time and the application here raneg from statistical physics to geography. The object of this book is to develop the applied mathemathics of point processes at a level which will make the ideas accessible both to the research worker and the postgraduate student in probability and statistics and also to the mathemathically inclined individual in another field interested in using ideas and results. A thorough knowledge of the key notions of elementary probability theory is required to understand the book, but specialised "pure mathematical" coniderations have been avoided.
| Author | : D.J. Daley |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 487 |
| Release | : 2003-11-14 |
| Genre | : Mathematics |
| ISBN | : 0387955410 |
Download An Introduction to the Theory of Point Processes Book in PDF, ePub and Kindle
Point processes and random measures find wide applicability in telecommunications, earthquakes, image analysis, spatial point patterns, and stereology, to name but a few areas. The authors have made a major reshaping of their work in their first edition of 1988 and now present their Introduction to the Theory of Point Processes in two volumes with sub-titles Elementary Theory and Models and General Theory and Structure. Volume One contains the introductory chapters from the first edition, together with an informal treatment of some of the later material intended to make it more accessible to readers primarily interested in models and applications. The main new material in this volume relates to marked point processes and to processes evolving in time, where the conditional intensity methodology provides a basis for model building, inference, and prediction. There are abundant examples whose purpose is both didactic and to illustrate further applications of the ideas and models that are the main substance of the text.
