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An Introduction to the Theory of Point Processes 2

An Introduction to the Theory of Point Processes 2
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US$ 169.00
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 "An Introduction to the Theory of Point Processes" in two volumes with subtitles "Volume I: Elementary Theory and Methods" and "Volume II: General Theory and Structure".Volume I contains the introductory chapters from the first edition together with an account of basic models, second order theory, and an informal account of prediction, with the aim of making the material accessible to readers primarily interested in models and applications. It also has three appendices that review the mathematical background needed mainly in Volume II. Volume II sets out the basic theory of random measures and point processes in a unified setting and continues with the more theoretical topics of the first edition: limit theorems, ergodic theory, Palm theory, and evolutionary behaviour via martingales and conditional intensity.
Springer; April 2005
589 pages; ISBN 9780387498355
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