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Topics in spatial stochastic processesTopics in spatial stochastic processes

Topics in spatial stochastic processes2003

Robert Dalang, Thomas Mountford, Marco Dozzi, B. Gail Ivanoff, Vincenzo Capasso, Summer School on Spatial Stochastic Processes (2001 Martina Franca, Italy)

About this book

The theory of stochastic processes indexed by a partially ordered set has been the subject of much research over the past twenty years. The objective of this CIME International Summer School was to bring to a large audience of young probabilists the general theory of spatial processes, including the theory of set-indexed martingales and to present the different branches of applications of this theory, including stochastic geometry, spatial statistics, empirical processes, spatial estimators and survival analysis. This theory has a broad variety of applications in environmental sciences, social sciences, structure of material and image analysis. In this volume, the reader will find different approaches which foster the development of tools to modelling the spatial aspects of stochastic problems.

Details

First published
2003
OL Work ID
OL12035447W

Subjects

CongressesGaussian processesMartingales (Mathematics)Partially ordered setsStochasticsScience/MathematicsMathematicsGeneralGeometry - GeneralProbability & Statistics - General60G15, 60G17, 60G35, 60G48, 60G60Brownian sheetMathematics / StatisticsSet-indexed martingalesnearest-particle systemspatial statisticsstochastic geometryDistribution (Probability theory)

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