A user`s guide to LHS: Sandia`s Latin Hypercube Sampling Software | Zendy

Gregory Dane Wyss | Zendy; K.H. Jorgensen | Zendy

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A user`s guide to LHS: Sandia`s Latin Hypercube Sampling Software

Author(s) -

Gregory Dane Wyss,

K.H. Jorgensen

Publication year - 1998

Publication title -

osti oai (u.s. department of energy office of scientific and technical information)

Language(s) - English

Resource type - Reports

DOI - 10.2172/573301

Subject(s) - latin hypercube sampling , sampling (signal processing) , computer science , software , hypercube , monte carlo method , stratified sampling , sample (material) , graphical user interface , simple random sample , computational science , algorithm , parallel computing , statistics , programming language , mathematics , physics , population , demography , filter (signal processing) , sociology , computer vision , thermodynamics

This document is a reference guide for LHS, Sandia`s Latin Hypercube Sampling Software. This software has been developed to generate either Latin hypercube or random multivariate samples. The Latin hypercube technique employs a constrained sampling scheme, whereas random sampling corresponds to a simple Monte Carlo technique. The present program replaces the previous Latin hypercube sampling program developed at Sandia National Laboratories (SAND83-2365). This manual covers the theory behind stratified sampling as well as use of the LHS code both with the Windows graphical user interface and in the stand-alone mode

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