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

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

Sandia National Labs.1998

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Reportgreen1998

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

Sandia National Labs., Albuquerque, NM (United States) · Gregory Dane Wyss · USDOE Assistant Secretary for Nuclear Energy, Washington, DC · K Jorgensen

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Probabilistic and Robust Engineering Design Optimal Experimental Design Methods Mathematical Approximation and Integration

Abstract

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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References

2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code 1982A distribution-free approach to inducing rank correlation among input variables 1984Fortran 77 program and user's guide for the generation of Latin hypercube and random samples for use with computer models

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Year1998

Typereport

Published1998-02-01

Languageen

Citations218

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.2172/573301

openalex_workW119428382

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