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ABM
View on CRAN: Click
here
Download and install ABM package within the R console
Install from CRAN:
install.packages("ABM")
Install from Github:
library("remotes")
install_github("cran/ABM")
Install by package version:
library("remotes")
install_version("ABM", "0.4.1")
Attach the package and use:
library("ABM")
Maintained by
Junling Ma
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-03-10
Latest Update: 2023-03-24
Description:
A high-performance, flexible and extensible framework to
develop continuous-time agent based models. Its high performance
allows it to simulate millions of agents efficiently. Agents are
defined by their states (arbitrary R lists). The events are handled in
chronological order. This avoids the multi-event interaction problem
in a time step of discrete-time simulations, and gives precise
outcomes. The states are modified by provided or user-defined events.
The framework provides a flexible and customizable implementation of
state transitions (either spontaneous or caused by agent
interactions), making the framework suitable to apply to epidemiology
and ecology, e.g., to model life history stages, competition and
cooperation, and disease and information spread. The agent
interactions are flexible and extensible. The framework provides
random mixing and network interactions, and supports multi-level
mixing patterns. It can be easily extended to other interactions such
as inter- and intra-households (or workplaces and schools) by
subclassing an R6 class. It can be used to study the effect of
age-specific, group-specific, and contact- specific intervention
strategies, and complex interactions between individual behavior and
population dynamics. This modeling concept can also be used in
business, economical and political models. As a generic event based
framework, it can be applied to many other fields. More information
about the implementation and examples can be found at
.
How to cite:
Junling Ma (2023). ABM: Agent Based Model Simulation Framework. R package version 0.4.1, https://cran.r-project.org/web/packages/ABM. Accessed 21 Nov. 2024.
Other packages that cited ABM R package
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Other R packages that ABM depends,
imports, suggests or enhances
Complete documentation for ABM
Functions, R codes and Examples using
the ABM R package
Some associated functions: ABM . Agent . Contact . Event . Population . Simulation . State . addAgent . clearEvents . getAgent . getID . getSize . getState . getTime . getWaitingTime . leave . matchState . newAgent . newConfigurationModel . newCounter . newEvent . newExpWaitingTime . newGammaWaitingTime . newPopulation . newRandomMixing . newStateLogger . schedule . setDeathTime . setState . setStates . stateMatch . unschedule .
Some associated R codes: ABM.R . Agent.R . Contact.R . Counter.R . Event.R . Population.R . RcppExports.R . Simulation.R . Transition.R . Full ABM package functions and examples
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