The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

Pomic: Pattern Oriented Modelling Information Criterion

Calculations of an information criterion are proposed to check the quality of simulations results of Agent-based models (ABM/IBM) or other non-linear rule-based models. The POMDEV measure (Pattern Oriented Modelling DEViance) is based on the Kullback-Leibler divergence and likelihood theory. It basically indicates the deviance of simulation results from field observations. Once POMDEV scores and metropolis-hasting sampling on different model versions are effectuated, POMIC scores (Pattern Oriented Modelling Information Criterion) can be calculated. This method could be further developed to incorporate multiple patterns assessment. Piou C, U Berger and V Grimm (2009) <doi:10.1016/j.ecolmodel.2009.05.003>.

Version: 1.0.4
Depends: stats
Published: 2018-02-12
DOI: 10.32614/CRAN.package.Pomic
Author: Cyril Piou [aut, cre]
Maintainer: Cyril Piou <cyril.piou at cirad.fr>
License: GPL-2
NeedsCompilation: no
Citation: Pomic citation info
Materials: NEWS
CRAN checks: Pomic results

Documentation:

Reference manual: Pomic.pdf

Downloads:

Package source: Pomic_1.0.4.tar.gz
Windows binaries: r-devel: Pomic_1.0.4.zip, r-release: Pomic_1.0.4.zip, r-oldrel: Pomic_1.0.4.zip
macOS binaries: r-release (arm64): Pomic_1.0.4.tgz, r-oldrel (arm64): Pomic_1.0.4.tgz, r-release (x86_64): Pomic_1.0.4.tgz, r-oldrel (x86_64): Pomic_1.0.4.tgz
Old sources: Pomic archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=Pomic to link to this page.

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.