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Description X = lhsdesign(n,p) returns an n-by- p matrix, X, containing a latin hypercube sample of n values on each of p variables. For each column of X, the n values are randomly distributed with one from each interval (0,1/n), (1/n,2/n)., (1-1/n,1), and they are randomly permuted. X = lhsdesign(.,'smooth','off') produces points at the midpoints of the above intervals: 0.5/n, 1.5/n., 1-0.5/n. The default is 'on'.
X = lhsdesign(.,'criterion', criterion) iteratively generates latin hypercube samples to find the best one according to criterion, which can be 'none', 'maximin', or 'correlation'.
Latin Hypercube PEST Utilities for Latin Hypercube Sampling A number of utility programs are available which facilitate use of PEST in conjunction with a Latin hypercube sampling (LHS) program produced by Sandia National Laboratories. The latter is described in: Swiler, L.P. And Wyss, G.D. Proshow Styles Complete Pack 2014. , 2004.
A User’s Guide to Sandia’s Latin Hypercube Sampling Software: LHS UNIX Library/Standalone Version. Driver Zd1211b Windows 7 more. Sandia National Laboratories, Report SAND2004-2439. Compiled versions of the LHS sampler, PEST-LHS utilities, and documentation for all of these can be downloaded by clicking. Web Site Managed via C 4Site Factory,™ a trademark of ©2018 Copyright Echo Valley Graphics, Inc.
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