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pse (version 0.4.2)

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

Version

0.4.2

License

GPL-3

Maintainer

Andre Chalom

Last Published

July 7th, 2015

Functions in pse (0.4.2)

LHS

Latin Hypercube Sampling for uncertainty and sensitivity analyses

target.sbma

Adaptative generation of Latin Hypercubes

PLUE

Profiled Likelihood Uncertainty Estimation

plotscatter

Produces a series of scatterplots from data

LHScorcorr

Corrects the correlation matrix of a given Latin Hypercube Sample

Coefficient of variation

machinefile

Convenience for clustering

decoupling

Decoupling Simulations and Estimations

sbma

Calculates the Symetrized Blest Measure of Agreement between two samples

pic

Partial Inclination Coefficient

plotecdf

Uncertainty and sensitivity plots

get.data

Access the internal data and results data frames

plotcv

Coefficient of variation plot