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simplexdesign is a small collection of tools for the design of statistical experiments on Agent Based Models. It includes a coordinate exchange algorithm for homogeneous agents, and more generally any simplex. There is also an optimization algorithm for the case with multiple classes of homogeneous agents. See our paper "Uncertainty Quantification for Models of Homogeneous Agents" for more details when it is published.

Getting Started

simplexdesign can be downloaded and installed inside of RStudio by using the devtools package. If you do not have the devtools package run:

install.package("devtools")

once devtools is installed, run:

library(devtools) install_github("LLNL/simplexdesign")

Documentation

Documentation is included in the package. It can be viewed in RStudio with the command: help(simplexdesign)

Contributing

Just send us a pull request.

Authors

simplexdesign was developed by Kevin Quinlan, quinlan5@llnl.gov.

Licenses

simplexdesign is distributed under the terms of the MIT license

SPDX-License-Identifier: MIT

LLNL-CODE-796317

Title: Simplexdesign (Simplex Design for Stochastic Simulations and Agent Based Models) , Version: 0.1.0 Author(s) Kevin R. Quinlan, James R. Leek,

Copyright (c) 2019 Lawrence Livermore National Security

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Notice

Title: Quantkriging (Quantile Kriging R Package) , Version: 0.1.0 Author(s) Kevin R. Quinlan, James R. Leek

This work was produced under the auspices of the U.S. Department of Energy by Lawrence Livermore National Laboratory under Contract DE-AC52-07NA27344.

This work was prepared as an account of work sponsored by an agency of the United States Government. Neither the United States Government nor Lawrence Livermore National Security, LLC, nor any of their employees makes any warranty, expressed or implied, or assumes any legal liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, or represents that its use would not infringe privately owned rights.

Reference herein to any specific commercial product, process, or service by trade name, trademark, manufacturer, or otherwise does not necessarily constitute or imply its endorsement, recommendation, or favoring by the United States Government or Lawrence Livermore National Security, LLC.

The views and opinions of authors expressed herein do not necessarily state or reflect those of the United States Government or Lawrence Livermore National Security, LLC, and shall not be used for advertising or product endorsement purposes.

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