LSDsensitivity: Sensitivity Analysis Tools for LSD Simulations

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: 1.2.3
Depends: R (≥ 3.2.0)
Imports: LSDinterface (≥ 1.2.1), stats, utils, graphics, tseries, kSamples, diptest, lawstat, abind, sensitivity, car, randtoolbox, parallel, rgenoud, DiceKriging
Suggests: rgl, normalp
Published: 2022-07-03
Author: Marcelo C. Pereira ORCID iD [aut, cre]
Maintainer: Marcelo C. Pereira <mcper at unicamp.br>
License: GPL-3
NeedsCompilation: no
Language: en-US
CRAN checks: LSDsensitivity results

Documentation:

Reference manual: LSDsensitivity.pdf

Downloads:

Package source: LSDsensitivity_1.2.3.tar.gz
Windows binaries: r-devel: LSDsensitivity_1.2.3.zip, r-release: LSDsensitivity_1.2.3.zip, r-oldrel: LSDsensitivity_1.2.3.zip
macOS binaries: r-release (arm64): LSDsensitivity_1.2.3.tgz, r-oldrel (arm64): LSDsensitivity_1.2.3.tgz, r-release (x86_64): LSDsensitivity_1.2.3.tgz
Old sources: LSDsensitivity archive

Reverse dependencies:

Reverse suggests: LSDinterface

Linking:

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