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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 and Marcelo C. Pereira (documentation and downloads available at <https://www.labsimdev.org/>).
Version: | 1.3.0 |
Depends: | R (≥ 3.2.0) |
Imports: | LSDinterface (≥ 1.2.1), stats, utils, graphics, tseries, kSamples, diptest, lawstat, abind, sensitivity, car, randtoolbox, parallel, rgenoud, DiceKriging, XML |
Suggests: | LSDirf, rgl, normalp |
Published: | 2024-09-20 |
DOI: | 10.32614/CRAN.package.LSDsensitivity |
Author: | Marcelo C. Pereira [aut, cre] |
Maintainer: | Marcelo C. Pereira <mcper at unicamp.br> |
License: | GPL-3 |
NeedsCompilation: | no |
Language: | en-US |
CRAN checks: | LSDsensitivity results |
Reference manual: | LSDsensitivity.pdf |
Package source: | LSDsensitivity_1.3.0.tar.gz |
Windows binaries: | r-devel: LSDsensitivity_1.3.0.zip, r-release: LSDsensitivity_1.3.0.zip, r-oldrel: LSDsensitivity_1.3.0.zip |
macOS binaries: | r-release (arm64): LSDsensitivity_1.3.0.tgz, r-oldrel (arm64): LSDsensitivity_1.3.0.tgz, r-release (x86_64): LSDsensitivity_1.3.0.tgz, r-oldrel (x86_64): LSDsensitivity_1.3.0.tgz |
Old sources: | LSDsensitivity archive |
Reverse suggests: | LSDinterface, LSDirf |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.