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>.

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Description file content

Package
Pomic
Type
Package
Title
Pattern Oriented Modelling Information Criterion
Version
1.0.4
Date
2018-02-09
Author
Cyril Piou [aut, cre]
Maintainer
Cyril Piou
Description
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) .
Depends
stats
License
GPL-2
NeedsCompilation
no
Packaged
2018-02-09 12:49:12 UTC; piou
Repository
CRAN
Date/Publication
2018-02-12 17:19:17 UTC

install.packages('Pomic')

1.0.4

3 months ago

Cyril Piou

GPL-2

Depends on

stats

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