Stochastic Geometry, Spatial Statistics and Random Fields: Asymptotic Methods (Paperback) (ISBN-13: 9783642333040)

1 Foundations of stochastic geometry and theory of random sets.- 2 Introduction into integral geometry and stereology.- 3 Spatial point patterns - models and statistics.- 4 Asymptotic methods in statistics of random point processes.- 5 Random tessellations and Cox processes.- 6 Asymptotic methods for random tessellations.- 7 Random polytopes.- 8 Limit theorems in discrete stochastic geometry.- 9 Introduction to random fields.- 10 Central limit theorems for weakly dependent random fields.- 11 Strong limit theorems for increments of random fields.- 12 Geometry of large random trees: SPDE approximation.

Author: Evgeny Spodarev
ISBN-10: 3642333044
ISBN-13: 9783642333040
Publisher: Springer
Language: English
Published: 02/07/2013
Pages: 446
Format: Paperback
Weight: 1.50lbs
Size: 9.10h x 6.10w x 1.00d