Pomic: Pattern Oriented Modelling Information Criterion
Version 1.0.3

Calculations of an information criterion are proposed to check the quality of simulations results of ABM/IBM or other non-linear rule-based models. The POMDEV measure is based on the KL 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 can be calculated. This method is still under development and further work are needed for the incorporation of multiple patterns assessment.

AuthorCyril Piou [aut, cre]
Date of publication2016-05-20 22:36:55
MaintainerCyril Piou <piou.cyril@yahoo.fr>
LicenseGPL-2
Version1.0.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("Pomic")

Getting started

Package overview

Popular man pages

pomdev.extra: POMDEV calculation for numerical patterns as well as other...
Pomic-package: Pattern Oriented Modeling Information Criterion for ABM/IBM
pomdev: POMDEV calculation for numerical patterns
pomdev.corrected: POMDEV corrected calculation for numerical patterns
pomdev.ts: POMDEV calculation for numerical time series patterns
See all...

All man pages Function index File listing

Man pages

pomdev: POMDEV calculation for numerical patterns
pomdev.corrected: POMDEV corrected calculation for numerical patterns
pomdev.extra: POMDEV calculation for numerical patterns as well as other...
pomdev.ts: POMDEV calculation for numerical time series patterns
Pomic-package: Pattern Oriented Modeling Information Criterion for ABM/IBM

Functions

Pomic Man page
Pomic-package Man page
pomdev Man page
pomdev.corrected Man page
pomdev.extra Man page
pomdev.ts Man page

Files

COPYING
inst
inst/CITATION
NAMESPACE
demo
demo/demoPomic.r
demo/verification.r
demo/00Index
NEWS
R
R/pomdev.corrected.r
R/pomdev.ts.r
R/pomdev.r
R/pomdev.extra.R
MD5
DESCRIPTION
man
man/pomdev.ts.rd
man/pomdev.corrected.rd
man/pomdev.extra.Rd
man/Pomic-package.Rd
man/pomdev.rd
Pomic documentation built on May 20, 2017, 4:36 a.m.

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