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Synthetic Population Generation with Multilevel Controls: A Fitness‐Based Synthesis Approach and Validations
9 references·2 citing·36 second hop
Synthetic Population Generation with Multilevel Controls: A Fitness‐Based Synthesis Approach and Validations (2014)Synthetic Population Generation with Mult…Creating Realistic Synthetic Populations at Varying Spatial Scales: A Comparative Critique of Population Synthesis Techniques (2012)Creating Realistic Synthetic …Advances in population synthesis: fitting many attributes per agent and fitting to household and person margins simultaneously (2011)Advances in population synthe…An Iterative Approach for Generating Statistically Realistic Populations of Households (2010)An Iterative Approach for Gen…Population Synthesis: Comparing the Major Techniques Using a Small, Complete Population of Firms (2009)Population Synthesis: Compari…Development of an Estimation Procedure for an Activity‐Based Travel Demand Model (2008)Development of an Estimation …Population Synthesis for Microsimulating Travel Behavior (2007)Population Synthesis for Micr…Creating Synthetic Household Populations (2007)Creating Synthetic Household …An evaluation of the combinatorial optimisation approach to the creation of synthetic microdata (2000)An evaluation of the combinat…Creating synthetic baseline populations (1996)Creating synthetic baseline p…Comparing Methods for Generating a Two-Layered Synthetic Population (2020)Comparing Methods for Generat…Enhanced Synthetic Population Generator That Accommodates Control Variables at Multiple Geographic Resolutions (2016)Enhanced Synthetic Population…An evaluation of activity-based travel analysis (1988)Activity‐based approaches to travel analysis: conceptual frameworks, models, and research problems (1992)TRANSIMS: Transportation analysis and simulation system (1995)Neighborhood Income Composition by Household Race and Income, 1990–2009 (2015)ILUTE: An Operational Prototype of a Comprehensive Microsimulation Model of Urban Systems (2005)‘Truncate, replicate, sample’: A method for creating integer weights for spatial microsimulation (2013)A spatial microsimulation approach for the analysis of commuter patterns: from individual to regional levels (2013)Simulation based population synthesis (2013)Population Synthesis Using Iterative Proportional Fitting (IPF): A Review and Future Research (2016)Building a dynamic spatial microsimulation model for Ireland (2005)Improving the Synthetic Data Generation Process in Spatial Microsimulation Models (2009)Generating a Synthetic Population of Individuals in Households: Sample-Free Vs Sample-Based Methods (2013)Synthetic Population Dynamics: A Model of Household Demography (2013)Generation of Synthetic Populations in Social Simulations: A Review of Methods and Practices (2022)Microsimulation — A survey of principles, developments and applications (1991)Algorithms for Reengineering 1991 Census Geography (1995)Simulation of Synthetic Complex Data: The R Package simPop (2017)Microsimulating urban systems (2003)Efficient Methodology for Generating Synthetic Populations with Multiple Control Levels (2010)Hierarchical IPF: Generating a synthetic population for Switzerland (2011)Simulating the Distribution of Individual Livestock Farms and Their Populations in the United States: An Example Using Domestic Swine (Sus scrofa domesticus) Farms (2015)Transportation research (1975)ALBATROSS : a learning based transportation oriented simulation system (2000)ALBATROSS: Multiagent, Rule-Based Model of Activity Pattern Decisions (2000)Comprehensive Econometric Microsimulator for Daily Activity-Travel Patterns (2004)Methodology to Match Distributions of Both Household and Person Attributes in Generation of Synthetic Populations (2009)Measuring segregation: an activity space approach (2010)Synthetic Population Generation Without a Sample (2012)A learning-based transportation oriented simulation system (2003)Agent-Based Simulation of Long-Distance Travel: Strategies to Reduce CO2 Emissions from Passenger Aviation (2021)A General Framework to Forecast the Adoption of Novel Products: A Case of Autonomous Vehicles (2022)A districting problem with data reliability constraints for equity analysis (2024)EUROMOD: the European Union tax-benefit microsimulation model (2012)Utility-based agent model for intermodal behaviors: a case study for urban toll in Lille (2025)SimBritain: a spatial microsimulation approach to population dynamics (2005)Small Area Estimation Using a Reweighting Algorithm (2011)
this work references cited by second hop

References

  • 1996Creating synthetic baseline populations491 cited
  • 2007Population Synthesis for Microsimulating Travel Behavior175 cited
  • 2000An evaluation of the combinatorial optimisation approach to the creation of synthetic microdata156 cited
  • 2012Creating Realistic Synthetic Populations at Varying Spatial Scales: A Comparative Critique of Population Synthesis Techniques141 cited
  • 2010An Iterative Approach for Generating Statistically Realistic Populations of Households89 cited
  • 2011Advances in population synthesis: fitting many attributes per agent and fitting to household and person margins simultaneously87 cited
  • 2007Creating Synthetic Household Populations80 cited
  • 2009Population Synthesis: Comparing the Major Techniques Using a Small, Complete Population of Firms70 cited
  • 2008Development of an Estimation Procedure for an Activity‐Based Travel Demand Model36 cited

Cited by

  • 2020Comparing Methods for Generating a Two-Layered Synthetic Population47 cited
  • 2016Enhanced Synthetic Population Generator That Accommodates Control Variables at Multiple Geographic Resolutions45 cited

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