Spatial process simulation

Kroese, Dirk P and Botev, Zdravko I (2015) Spatial process simulation. Lecture Notes in Mathematics, 2120 369-404. doi:10.1007/978-3-319-10064-7_12

Author Kroese, Dirk P
Botev, Zdravko I
Title Spatial process simulation
Journal name Lecture Notes in Mathematics   Check publisher's open access policy
ISSN 0075-8434
Publication date 2015
Year available 2014
Sub-type Article (original research)
DOI 10.1007/978-3-319-10064-7_12
Volume 2120
Start page 369
End page 404
Total pages 36
Place of publication Heidelberg, Germany
Publisher Springer
Collection year 2016
Language eng
Abstract The simulation of random spatial data on a computer is an important tool for understanding the behavior of spatial processes. In this chapter we describe how to simulate realizations from the main types of spatial processes, including Gaussian and Markov random fields, point processes, spatial Wiener processes, and Lévy fields. Concrete MATLAB code is provided.
Q-Index Code C1
Q-Index Status Confirmed Code
Institutional Status UQ

Document type: Journal Article
Sub-type: Article (original research)
Collections: School of Mathematics and Physics
Official 2016 Collection
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