Stochastic Geometry

作者:Kendall, W.; Lieshout, M. N. M.; Barndorff-Nielsen, O. E.

页数:408

出版时间:1998-10

价格:$ 158.14

isbn号码:9780849303968

图书标签:随机几何概率论

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: a 'crash-course' introduction to key stochastic geometry themes; considerations of geometric sampling bias issues; tesselations; shape; random sets; image analysis; and spectacular advances in likelihood-based inference now available to stochastic geometry through the techniques of Markov chain Monte Carlo.