Stochastic Geometry -

Stochastic Geometry

Likelihood and Computation
Buch | Hardcover
418 Seiten
1998
Crc Press Inc (Verlag)
978-0-8493-0396-8 (ISBN)
186,95 inkl. MwSt
Stochastic geometry involves the study of random geometric structures, and blends geometric, probabilistic, and statistical methods to provide powerful techniques for modeling and analysis. Recent developments in computational statistical analysis, particularly Markov chain Monte Carlo, have enormously extended the range of feasible applications. Stochastic Geometry: Likelihood and Computation provides a coordinated collection of chapters on important aspects of the rapidly developing field of stochastic geometry, including:
o a "crash-course" introduction to key stochastic geometry themes
o considerations of geometric sampling bias issues
o tesselations
o shape
o random sets
o image analysis
o spectacular advances in likelihood-based inference now available to stochastic geometry through the techniques of Markov chain Monte Carlo

O.E. Barndorff-Nielsen Professor of Theoretical Statistics Institute of Mathematics Aarhus Denmark. W.S. Kendall Professor of Statistics University of Warwick UK and M.N.M. van Lieshout Centre for Science and Information (CWI) Amsterdam The Netherlands

Preface. Recent Developments in Stochastic Geometry and Stereology. Markov Chain Monte Carlo Techniques. Markov Chain Monte Carlo and Spatial Point Process. Topics in Voronoi and Johnson-Mehl Tessellations. Mathematical Morphology. Rates of Convergence of Markov Chains. Shape Theory. Random Sets: Results, Problems and Perspectives.

Erscheint lt. Verlag 20.10.1998
Reihe/Serie Chapman & Hall/CRC Monographs on Statistics and Applied Probability
Verlagsort Bosa Roca
Sprache englisch
Maße 156 x 234 mm
Gewicht 730 g
Einbandart gebunden
Themenwelt Mathematik / Informatik Mathematik Geometrie / Topologie
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
ISBN-10 0-8493-0396-6 / 0849303966
ISBN-13 978-0-8493-0396-8 / 9780849303968
Zustand Neuware
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