EAN: 9780387955414

AN INTRODUCTION TO THE THEORY OF POINT PROCESSE...

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.

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