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...
Main Authors: | , |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2020-07-01
|
Series: | SoftwareX |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S235271102030008X |
id |
doaj-4b1c22f3aa68417d9b2ac975f2d45538 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT amarinsiripanich dymiumamodularmicrosimulationmodellingframeworkforintegratedurbanmodelling AT tahahosseinrashidi dymiumamodularmicrosimulationmodellingframeworkforintegratedurbanmodelling |
_version_ |
1724377756636020736 |