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Methodology to Match Distributions of Both Household and Person Attributes in Generation of Synthetic Populations

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References

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2014Synthetic Population Generation at Disaggregated Spatial Scales for Land Use and Transportation Microsimulation92 cited
2016Hidden Markov Model-based population synthesis89 cited
2011Advances in population synthesis: fitting many attributes per agent and fitting to household and person margins simultaneously87 cited
2017Simulation of Synthetic Complex Data: The R Package simPop73 cited
2013Generating a Synthetic Population of Individuals in Households: Sample-Free Vs Sample-Based Methods69 cited
2016Population Synthesis Using Iterative Proportional Fitting (IPF): A Review and Future Research65 cited
2018A hierarchical mixture modeling framework for population synthesis

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61 cited

2010Efficient Methodology for Generating Synthetic Populations with Multiple Control Levels48 cited

2016Forecasting travel behavior using Markov Chains-based approaches46 cited

2018Population Synthesis Handling Three Geographical Resolutions46 cited

2014A multi-period capacitated school location problem with modular equipment and closest assignment considerations43 cited

2014Generating a Dynamic Synthetic Population – Using an Age-Structured Two-Sex Model for Household Dynamics37 cited

2017Accessibility in a Post-Apartheid City: Comparison of Two Approaches for Accessibility Computations36 cited

2016A Heuristic Combinatorial Optimisation Approach to Synthesising a Population for Agent Based Modelling Purposes36 cited

2020Evaluation of city-scale built environment policies in New York City with an emerging-mobility-accessible synthetic population35 cited

2019Connected Population Synthesis for Transportation Simulation35 cited