LSDsensitivity

Sensitivity Analysis Tools for LSD

Tools for sensitivity analysis of LSD simulation models. Reads object-oriented data produced by LSD simulation models and performs screening and global sensitivity analysis (Sobol decomposition method, Saltelli et al. (2008) ISBN:9780470725177). A Kriging or polynomial meta-model (Kleijnen (2009) <doi:10.1016/j.ejor.2007.10.013>) is estimated using the simulation data to provide the data required by the Sobol decomposition. LSD (Laboratory for Simulation Development) is free software developed by Marco Valente (documentation and downloads available at <http://labsimdev.org>).

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Description file content

Package
LSDsensitivity
Type
Package
Title
Sensitivity Analysis Tools for LSD
Version
0.3.0
Date
2018-07-14
Author
Marcelo C. Pereira
Maintainer
Marcelo C. Pereira
Description
Tools for sensitivity analysis of LSD simulation models. Reads object-oriented data produced by LSD simulation models and performs screening and global sensitivity analysis (Sobol decomposition method, Saltelli et al. (2008) ISBN:9780470725177). A Kriging or polynomial meta-model (Kleijnen (2009) ) is estimated using the simulation data to provide the data required by the Sobol decomposition. LSD (Laboratory for Simulation Development) is free software developed by Marco Valente (documentation and downloads available at ).
Depends
R (>= 3.2.0)
Imports
LSDinterface (>= 0.4.0), stats, utils, graphics, tseries, kSamples, diptest, lawstat, abind, sensitivity, car, randtoolbox, parallel, rgenoud, DiceKriging
Suggests
rgl
License
GPL-3
LazyData
true
NeedsCompilation
no
Packaged
2018-07-14 23:32:51 UTC; Marcelo
Repository
CRAN
Date/Publication
2018-07-15 04:10:02 UTC

install.packages('LSDsensitivity')

0.3.0

5 days ago

Marcelo C. Pereira

GPL-3

Depends on

R (>= 3.2.0)

Imports

LSDinterface (>= 0.4.0), stats, utils, graphics, tseries, kSamples, diptest, lawstat, abind, sensitivity, car, randtoolbox, parallel, rgenoud, DiceKriging

Suggests

rgl

Discussions