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Conference papers
Non-Gaussian simulation using Hermite polynomial expansion
Abstract : A general method to generate simulated paths of non-Gaussian homogeneous random fields, based on an Hermite polynomial expansion, is proposed. Mathematical justifications are given for this Monte Carlo simulation technique. Different types of convergences are established for the approaching sequence. Moreover an original numerical method is proposed in order to solve the functional equation yielding the underlying Gaussian process autocorrelation function.
Cited literature [18 references]
https://hal-upec-upem.archives-ouvertes.fr/hal-00686221
Contributor : Christian Soize <>
Submitted on : Thursday, April 19, 2012 - 6:03:47 PM
Last modification on : Friday, June 26, 2020 - 2:00:04 PM
Long-term archiving on: : Friday, July 20, 2012 - 2:20:27 AM
Contributor : Christian Soize <>
Submitted on : Thursday, April 19, 2012 - 6:03:47 PM
Last modification on : Friday, June 26, 2020 - 2:00:04 PM
Long-term archiving on: : Friday, July 20, 2012 - 2:20:27 AM
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