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Spatial Correlation Generator with Latin Hipercube Sampling and Cholesky Decomposition

by Miguel Ignacio Barrios

 

19 Aug 2009

Stochastic fields Generation. created by LHS. Correlation is based on Cholesky factorization.

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Description

It generates a stochastic field on a squared space. Samples are created by Latin hypercube sampling and the spatial correlation is performed by an algorithm based on Cholesky decomposition. Example inside.

MATLAB release MATLAB 7.7 (R2008b)
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16 Jan 2010 Abdelhaleem  
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Tag Activity for this File
Tag Applied By Date/Time
random field Miguel Ignacio Barrios 20 Aug 2009 09:44:09
correlation Miguel Ignacio Barrios 20 Aug 2009 09:44:09
simulation Miguel Ignacio Barrios 20 Aug 2009 09:44:09
monte carlo Miguel Ignacio Barrios 20 Aug 2009 09:44:09
latin hypercube sampling Miguel Ignacio Barrios 20 Aug 2009 09:44:09
stochastic process Miguel Ignacio Barrios 20 Aug 2009 09:44:09
statistics Miguel Ignacio Barrios 20 Aug 2009 09:44:09
cholesky Miguel Ignacio Barrios 20 Aug 2009 09:44:09
cholesky vivek b 02 Oct 2010 06:14:28
latin hypercube sampling Stefan Szyniszewski 22 May 2012 22:11:43

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