02825nam a22003735i 4500991002944419707536160712s2015 sz a b 001 0 eng d9783319100630b14258110-39ule_instBibl. Dip.le Aggr. Matematica e Fisica - Sez. Matematicaeng519.223AMS 60-06AMS 60D05AMS 60G60AMS 62H11LC QA274-274.9Stochastic geometry, spatial statistics and random fields :models and algorithms /edited by Volker SchmidtCham [Switzerland] :Springer International Publishing,c2015xxiv, 464 p. :ill. ;24 cmLecture notes in mathematics,0075-8434 ;2120Includes bibliographical references and indexStein’s Method for Approximating Complex Distributions, with a View towards Point Processes -- Clustering Comparison of Point Processes, with Applications to Random Geometric Models -- Random Tessellations and their Application to the Modelling of Cellular Materials -- Stochastic 3D Models for the Micro-structure of Advanced Functional Materials -- Boolean Random Functions -- Random Marked Sets and Dimension Reduction -- Space-Time Models in Stochastic Geometry -- Rotational Integral Geometry and Local Stereology - with a View to Image Analysis -- An Introduction to Functional Data Analysis -- Some Statistical Methods in Genetics -- Extrapolation of Stationary Random Fields -- Spatial Process Simulation -- Introduction to Coupling-from-the-Past using R -- References -- IndexProviding a graduate level introduction to various aspects of stochastic geometry, spatial statistics and random fields, this volume places a special emphasis on fundamental classes of models and algorithms as well as on their applications, for example in materials science, biology and genetics. This book has a strong focus on simulations and includes extensive codes in Matlab and R, which are widely used in the mathematical community. It can be regarded as a continuation of the recent volume 2068 of Lecture Notes in Mathematics, where other issues of stochastic geometry, spatial statistics and random fields were considered, with a focus on asymptotic methodsAlgorithmsGeometryDistribution (Probability theory)Schmidt, VolkerSpringer eBooks.b1425811022-11-1612-07-16991002944419707536LE013 60-XX SCH21 (2015)12013000293653le013pE72.79-l- 00000.i1578874x22-11-16Stochastic geometry, spatial statistics and random fields836596UNISALENTOle01312-07-16ma -engde 00