Fast simulation of Gaussian random fields

Autor: Lang, Annika, Potthoff, Jürgen
Rok vydání: 2011
Předmět:
Zdroj: Monte Carlo Methods and Applications, 17 (2011), 195-214
Druh dokumentu: Working Paper
DOI: 10.1515/MCMA.2011.009
Popis: Fast Fourier transforms are used to develop algorithms for the fast generation of correlated Gaussian random fields on d-dimensional rectangular regions. The complexities of the algorithms are derived, simulation results and error analysis are presented.
Comment: 15 pages, 8 figures. Typos corrected in Algorithm 3, Remark (4), Algorithm 4, Remark (5), and Algorithm 5, Remark (5)
Databáze: arXiv