Dymium: A modular microsimulation modelling framework for integrated urban modelling

Dymium is a microsimulation framework written in R for integrated urban modelling. It aims to solve technical challenges faced by microsimulation modellers and make the approach more accessible to a broad range of users. With numerous packages that are available for free in R, including Dymium, all...

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Main Authors: Amarin Siripanich, Taha Hossein Rashidi
Format: Article
Language:English
Published: Elsevier 2020-07-01
Series:SoftwareX
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S235271102030008X
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spelling doaj-4b1c22f3aa68417d9b2ac975f2d455382020-12-19T05:08:24ZengElsevierSoftwareX2352-71102020-07-0112100555Dymium: A modular microsimulation modelling framework for integrated urban modellingAmarin Siripanich0Taha Hossein Rashidi1UNSW Sydney, Research Centre for Integrated Transport Innovation (RCITI), School of Civil and Environmental Engineering, NSW, 2052, AustraliaCorresponding author.; UNSW Sydney, Research Centre for Integrated Transport Innovation (RCITI), School of Civil and Environmental Engineering, NSW, 2052, AustraliaDymium is a microsimulation framework written in R for integrated urban modelling. It aims to solve technical challenges faced by microsimulation modellers and make the approach more accessible to a broad range of users. With numerous packages that are available for free in R, including Dymium, all the stages – data preparation, microsimulation, calibration, and model validation – in building a microsimulation model can be done effectively under one programming environment. Although we developed the framework for modelling urban systems, i.e., demography, firmography and transport modelling, it has all necessary functionalities that can be readily adopted for other contexts.http://www.sciencedirect.com/science/article/pii/S235271102030008XMicrosimulationUrban modellingLife-courseR package
collection DOAJ
language English
format Article
sources DOAJ
author Amarin Siripanich
Taha Hossein Rashidi
spellingShingle Amarin Siripanich
Taha Hossein Rashidi
Dymium: A modular microsimulation modelling framework for integrated urban modelling
SoftwareX
Microsimulation
Urban modelling
Life-course
R package
author_facet Amarin Siripanich
Taha Hossein Rashidi
author_sort Amarin Siripanich
title Dymium: A modular microsimulation modelling framework for integrated urban modelling
title_short Dymium: A modular microsimulation modelling framework for integrated urban modelling
title_full Dymium: A modular microsimulation modelling framework for integrated urban modelling
title_fullStr Dymium: A modular microsimulation modelling framework for integrated urban modelling
title_full_unstemmed Dymium: A modular microsimulation modelling framework for integrated urban modelling
title_sort dymium: a modular microsimulation modelling framework for integrated urban modelling
publisher Elsevier
series SoftwareX
issn 2352-7110
publishDate 2020-07-01
description Dymium is a microsimulation framework written in R for integrated urban modelling. It aims to solve technical challenges faced by microsimulation modellers and make the approach more accessible to a broad range of users. With numerous packages that are available for free in R, including Dymium, all the stages – data preparation, microsimulation, calibration, and model validation – in building a microsimulation model can be done effectively under one programming environment. Although we developed the framework for modelling urban systems, i.e., demography, firmography and transport modelling, it has all necessary functionalities that can be readily adopted for other contexts.
topic Microsimulation
Urban modelling
Life-course
R package
url http://www.sciencedirect.com/science/article/pii/S235271102030008X
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