Stochastic Geometry, Spatial Statistics and Random Fields Models and Algorithms /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Schmidt, Volker (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: Lecture Notes in Mathematics, 2120
• Θέματα: Mathematics.; Algorithms.; Mathematical models.; Geometry.; Probabilities.; Probability Theory and Stochastic Processes.; Mathematical Modeling and Industrial Mathematics.

Providing 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. Thi...

Πίνακας περιεχομένων:

• Stein’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
• Index.