Continuous Distribution Latin Hypercube Sampling Functions
Version 1.0.0 (16.1 KB) by Tristen
Functions for obtaining latin hypercube samples of 11 continuous distribution types, subject to input parameters.
Updated 18 Oct 2022
The functions found in this file serve as specialized means of obtaining a Latin hypercube sample from each of Matlab's supported continuous distribution types, subject to optional distribution parameters. This is dissimilar to Matlab's 'lhsdesign' in that this function allows the user to sample from a particular distribution type, choose appropriate distribution parameters, and select an iterative number of n x 1 runs of this sampling procedure. These functions supports a variable number of input arguments and the inputs are defined within the function according to the chosen distribution.
As necessary, please cite using the provided information below. Also please include in acknowledgements of any MathWorks exchange files where applicable.
Cover image credits to Mississippi State University Center for Advanced Vehicular Systems
Jackson, Tristen M. (2022). Continuous Distribution Latin Hypercube Sampling Functions in Matlab. Zenodo. https://doi.org/10.5281/zenodo.7220601
MATLAB Release Compatibility
Created with R2022a
Compatible with R2010b and later releases
Platform CompatibilityWindows macOS Linux
Inspired by: Latin Hypercube, Sobol and Latin Hypercube design of experiments (DOE) and sensitivity analysis studies, lhsgeneral(pd,correlation,n)
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