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pse (version 0.4.3)

Parameter Space Exploration with Latin Hypercubes

Description

Functions for creating Latin Hypercubes with prescribed correlations and performing parameter space exploration. Also implements the PLUE method. Based on the package sensitivity, by Gilles Pujol, Bertrand Iooss & Alexandre Janon.

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Version

Install

install.packages('pse')

Monthly Downloads

53

Version

0.4.3

License

GPL-3

Issues

2

Pull Requests

0

Stars

4

Forks

0

Maintainer

Andre Chalom

Last Published

September 24th, 2015

Functions in pse (0.4.3)

cv

Coefficient of variation
pic

Partial Inclination Coefficient
LHS

Latin Hypercube Sampling for uncertainty and sensitivity analyses
PLUE

Profiled Likelihood Uncertainty Estimation
decoupling

Decoupling Simulations and Estimations
LHScorcorr

Corrects the correlation matrix of a given Latin Hypercube Sample
plotcv

Coefficient of variation plot
get.data

Access the internal data and results data frames
plotscatter

Produces a series of scatterplots from data
machinefile

Convenience for clustering
target.sbma

Adaptative generation of Latin Hypercubes
sbma

Calculates the Symetrized Blest Measure of Agreement between two samples
plotecdf

Uncertainty and sensitivity plots