R package for exploration of parameter spaces
This package aims to provide a simple and robust approach to the exploration of parameter spaces of computational models, focused around the Latin Hypercube Sampling.
The theoretical revision provided in [this arXiv paper] (http://arxiv.org/abs/1210.6278) and the examples provided in the package focus on ecological models, with emphasis in structured population growth models. However, the functions provided should be adequate to other areas of knowledge as well.
We also propose a new methodology based on the likelihood statistical paradigm, called PLUE - Profiled Likelihood Uncertainty Estimation. The theoretical background for it can be found in [this arXiv paper] (http://arxiv.org/abs/1508.03354).
The package is available on CRAN at http://cran.r-project.org/web/packages/pse/ and can be installed with
This package was developed as part of my Master’s degree program, which was funded by [CAPES] (http://www.capes.gov.br/) (2012-2014).
More detailed information can be found [here] (http://github.com/andrechalom/pse-theory).