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Original Articles

The Generation of Individual and Household Incomes at the Small Area Level using Synthesis

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Pages 535-548 | Received 01 Dec 1988, Published online: 18 Aug 2006

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Read on this site (4)

Yue Lin & Ningchuan Xiao. (2023) Generating Small Areal Synthetic Microdata from Public Aggregated Data Using an Optimization Method. The Professional Geographer 75:6, pages 905-915.
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Domenica Panzera, Roberto Benedetti & Paolo Postiglione. (2016) A Bayesian Approach to Parameter Estimation in the Presence of Spatial Missing Data. Spatial Economic Analysis 11:2, pages 201-218.
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Karyn Morrissey, Cathal O'donoghue & Niall Farrell. (2014) The Local Impact of the Marine Sector in Ireland: A Spatial Microsimulation Analysis. Spatial Economic Analysis 9:1, pages 31-50.
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Yogi Vidyattama, Rebecca Cassells, Ann Harding & Justine Mcnamara. (2013) Rich or Poor in Retirement? A Small Area Analysis of Australian Private Superannuation Savings in 2006 Using Spatial Microsimulation. Regional Studies 47:5, pages 722-739.
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Eusebio Odiari & Mark Birkin. (2022) Simulating micro-level attributes of railway passengers using big data. Journal of Urban Mobility 2, pages 100027.
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Daniel KimGerlinde Verbist & Hilde Philips. 2021. New Horizons in Modeling and Simulation for Social Epidemiology and Public Health. New Horizons in Modeling and Simulation for Social Epidemiology and Public Health 87 106 .
Mark Birkin. 2021. Urban Informatics. Urban Informatics 845 864 .
Norhana Abd. Rahim & Yumn Suhaylah Yusoff. (2019) Household income prediction model due to fuel price fluctuation: A review. Journal of Physics: Conference Series 1358:1, pages 012077.
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Dimitris Ballas, Tom Broomhead & Phil Mike Jones. 2019. The Practice of Spatial Analysis. The Practice of Spatial Analysis 69 84 .
Jing Ma, Suhong Zhou, Gordon Mitchell & Jiting Zhang. (2018) CO2 emission from passenger travel in Guangzhou, China: A small area simulation. Applied Geography 98, pages 121-132.
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Dana Thomson, Lieke Kools & Warren Jochem. (2018) Linking Synthetic Populations to Household Geolocations: A Demonstration in Namibia. Data 3:3, pages 30.
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Eveline van Leeuwen, Graham Clarke, Kristinn Hermannsson & Kim Swales. 2017. Regional Research Frontiers - Vol. 2. Regional Research Frontiers - Vol. 2 105 123 .
Paul Williamson. (2015) Small-Area Incomes: Their Spatial Variability and the Relative Efficacy of Proxy, Geodemographic, Imputed and Model-Based Estimates. Applied Spatial Analysis and Policy 9:4, pages 463-489.
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Sandy Burden & David Steel. (2016) Constraint Choice for Spatial Microsimulation. Population, Space and Place 22:6, pages 568-583.
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Jing Dai, Stefan Sperlich & Walter Zucchini. (2016) A Simple Method for Predicting Distributions by Means of Covariates with Examples from Poverty and Health Economics. Swiss Journal of Economics and Statistics 152:1, pages 49-80.
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Guillaume Marois & Alain Bélanger. (2015) Analyzing the impact of urban planning on population distribution in the Montreal metropolitan area using a small-area microsimulation projection model. Population and Environment 37:2, pages 131-156.
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Enrico Fabrizi, Caterina Giusti, Nicola Salvati & Nikos Tzavidis. (2014) Mapping average equivalized income using robust small area methods. Papers in Regional Science 93:3, pages 685-702.
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Stephen D. Clark, Mark Birkin & Alison Heppenstall. (2014) Sub regional estimates of morbidities in the English elderly population. Health & Place 27, pages 176-185.
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Robin Lovelace, Dimitris Ballas & Matt Watson. (2014) A spatial microsimulation approach for the analysis of commuter patterns: from individual to regional levels. Journal of Transport Geography 34, pages 282-296.
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Alison J. Heppenstall & Dianna M. Smith. 2014. Handbook of Regional Science. Handbook of Regional Science 1235 1252 .
Robin Lovelace & Dimitris Ballas. (2013) ‘Truncate, replicate, sample’: A method for creating integer weights for spatial microsimulation. Computers, Environment and Urban Systems 41, pages 1-11.
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Dimitris Kavroudakis, Dimitris Ballas & Mark Birkin. (2012) Using Spatial Microsimulation to Model Social and Spatial Inequalities in Educational Attainment. Applied Spatial Analysis and Policy 6:1, pages 1-23.
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Honge (Cathy) Gong, Justine McNamara, Yogi Vidyattama, Riyana Miranti, Robert Tanton, Ann Harding & Hal Kendig. (2011) Developing Spatial Microsimulation Estimates of Small Area Advantage and Disadvantage among Older Australians. Population, Space and Place 18:5, pages 551-565.
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Dimitris BALLAS, Malcolm CAMPBELL, Graham CLARKE, Kazumasa HANAOKA, Tomoki NAKAYA & Paul WALEY. (2012) A Spatial Microsimulation Approach to Small Area Income Estimation in Britain and Japan. Studies in Regional Science 42:1, pages 163-187.
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Ben Anderson. 2013. Spatial Microsimulation: A Reference Guide for Users. Spatial Microsimulation: A Reference Guide for Users 49 67 .
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Riyana Miranti, Justine McNamara, Robert Tanton & Ann Harding. (2010) Poverty at the Local Level: National and Small Area Poverty Estimates by Family Type for Australia in 2006. Applied Spatial Analysis and Policy 4:3, pages 145-171.
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Kazumasa Hanaoka. (2011) Estimating spatial distributions of earnings at the small area level in Japan小地域単位での所得分布推定. Journal of the City Planning Institute of Japan 46:2, pages 143-149.
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Mark Birkin & Martin Clarke. 2011. Population Dynamics and Projection Methods. Population Dynamics and Projection Methods 193 208 .
Mark Birkin, Graham Clarke & Martin Clarke. (2010) Refining and Operationalizing Entropy‐Maximizing Models for Business Applications. 商业应用模式下熵最大化模型的应用与改进. Geographical Analysis 42:4, pages 422-445.
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Gregoire Leclerc. (2012) Scaling Up Local Perceptions of Poverty to Country Level: A Proof of Concept for Rural Honduras. Poverty & Public Policy 2:2, pages 103-143.
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Dianna M Smith, Graham P Clarke & Kirk Harland. (2009) Improving the Synthetic Data Generation Process in Spatial Microsimulation Models. Environment and Planning A: Economy and Space 41:5, pages 1251-1268.
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Mark Birkin. 2008. The Dynamics of Complex Urban Systems. The Dynamics of Complex Urban Systems 95 109 .
Kazumasa Hanaoka & Graham P. Clarke. (2007) Spatial microsimulation modelling for retail market analysis at the small-area level. Computers, Environment and Urban Systems 31:2, pages 162-187.
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Glenn Hyman, Carlos Larrea & Andrew Farrow. (2005) Methods, results and policy implications of poverty and food security mapping assessments. Food Policy 30:5-6, pages 453-460.
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Dimitris Ballas, Graham Clarke, Danny Dorling, Heather Eyre, Bethan Thomas & David Rossiter. (2005) SimBritain : a spatial microsimulation approach to population dynamics . Population, Space and Place 11:1, pages 13-34.
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Dimitris Ballas, Graham P. Clarke & Ian Turton. 2002. Modelling Geographical Systems. Modelling Geographical Systems 143 168 .
Dimitris Ballas & Graham P. Clarke. (2010) The Local Implications of Major Job Transformations in the City: A Spatial Microsimulation Approach . Geographical Analysis 33:4, pages 291-311.
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Dimitris Ballas & Graham P Clarke. (2001) Modelling the Local Impacts of National Social Policies: A Spatial Microsimulation Approach. Environment and Planning C: Government and Policy 19:4, pages 587-606.
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D. Ballas & G. Clarke. (2000) GIS and microsimulation for local labour market analysis. Computers, Environment and Urban Systems 24:4, pages 305-330.
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S B Caldwell, G P Clarke & L A Keister. (2016) Modelling Regional Changes in US Household Income and Wealth: A Research Agenda. Environment and Planning C: Government and Policy 16:6, pages 707-722.
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G. P. Clarke, A. Kashti, A. McDonald & P. Williamson. (2007) Estimating Small Area Demand for Water: A New Methodology. Water and Environment Journal 11:3, pages 186-192.
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Jing Dai, Stefan Sperlich & Walter Zucchini. (2011) Estimating and Predicting Household Expenditures and Income Distributions. SSRN Electronic Journal.
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