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A review of current methods to generate synthetic spatial microdata using reweighting and future directions
16 references·13 citing·42 second hop
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References

  • 2006Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis865 cited
  • 1996Creating synthetic baseline populations491 cited
  • 2009The SAGE Handbook of Spatial Analysis466 cited
  • 2007A new type of socio-economic system340 cited
  • 1957A New Type of Socio-Economic System320 cited
  • 2007The HILDA Survey and its Contribution to Economic and Social Research (So Far)*235 cited
  • 2002Excess Commuting and the Modifiable Areal Unit Problem214 cited
  • 2000An evaluation of the combinatorial optimisation approach to the creation of synthetic microdata156 cited
  • 2005SimBritain: a spatial microsimulation approach to population dynamics154 cited
  • 1996Microsimulation for urban and regional policy analysis129 cited
  • 1988Synthesis—A Synthetic Spatial Information System for Urban and Regional Analysis: Methods and Examples125 cited
  • 2011Small Area Estimation Using a Reweighting Algorithm105 cited
  • 2002Social geography: new religions and ethnoburbs – contrasts with cultural geography104 cited
  • 2004Geography Matters: Simulating the Local Impacts of National Social Policies100 cited
  • 2009Improving the Synthetic Data Generation Process in Spatial Microsimulation Models

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96 cited
  • 2011Population Dynamics and Projection Methods44 cited
  • Cited by

    • 2020Quantification of disaster impacts through household well-being losses185 cited
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    • 2013‘Truncate, replicate, sample’: A method for creating integer weights for spatial microsimulation77 cited
    • 2013A spatial microsimulation approach for the analysis of commuter patterns: from individual to regional levels66 cited
    • 2014Synthesising carbon emission for mega-cities: A static spatial microsimulation of transport CO2 from urban travel in Beijing56 cited
    • 2015Evaluating the Performance of Iterative Proportional Fitting for Spatial Microsimulation: New Tests for an Established Technique56 cited
    • 2013Spatial Microsimulation Modelling: a Review of Applications and Methodological Choices47 cited
    • 2020Comparing Methods for Generating a Two-Layered Synthetic Population47 cited
    • 2017Estimating individual physical capability (IPC) to make journeys by bicycle17 cited
    • 2023Integrating future trends and uncertainties in urban mobility design via data-driven personas and scenarios14 cited
    • 2019Sequential Gaussian Simulation as a Promising Tool in Travel Demand Modeling14 cited
    • 2025Large-scale activity-based demand generation modeling: A literature review and exploration of potential approaches8 cited
    • 2021An Activity-Based Model of Transport Demand for Greater Melbourne6 cited