Samples Package

Routines to generate generic purpose design of experiment, including simple random sampling (srs), latin hypercube (lhs), optimized latin hypercube (lhs-opt), and Sobol’ sequence (sobol).

gsa_module.samples.srs

gsa_module.samples.lhs

gsa_module.samples.lhs_opt

gsa_module.samples.sobol

Randomization of the quasi-MC samples can be achieved in the easiest manner by random shift (or the Cranley-Patterson rotation).