A methodological survey of dynamic microsimulation models
More than 10 years ago O'Donoghue (2001) surveyed the dynamic microsimulation models that had been developed up to that point. However the 2000's have seen many of the barriers that existed for model development up until that point overcome. This paper surveys the development and practices in dynamic microsimulation over the past decade, and discusses the methodological challenges today. The paper provides an overview of the methodological choices made in more than 60 known dynamic microsimulation models and examines the advantages and disadvantages of different practices. In addition, this paper reviews the main progress made in the field and explores how future microsimulation models could evolve.
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- Carl Emmerson & Howard Reed & Andrew Shephard, 2004. "An assessment of PenSim2," IFS Working Papers W04/21, Institute for Fiscal Studies.
- van de Ven, J., 1998. "A Dynamic Cohort Microsimulation Model," Department of Economics - Working Papers Series 637, The University of Melbourne.
- Carlo Mazzaferro & Marcello Morciano, 2012.
"CAPP_DYN: A Dynamic Microsimulation Model for the Italian Social Security System,"
Center for the Analysis of Public Policies (CAPP)
0048, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
- Carlo Mazzaferro & Marcello Morciano, 2008. "CAPP_DYN: A Dynamic Microsimulation Model for the Italian Social Security System," Department of Economics 0595, University of Modena and Reggio E., Faculty of Economics "Marco Biagi".
- Ahmed, Vaqar & O' Donoghue, Cathal, 2007. "CGE-Microsimulation Modelling: A Survey," MPRA Paper 9307, University Library of Munich, Germany.
- Jinjing Li & Cathal O'Donoghue, 2012. "Simulating Histories within Dynamic Microsimulation Models," International Journal of Microsimulation, International Microsimulation Association, vol. 5(1), pages 52-76.
- Pierre Courtioux & Stéphane Gregoir & Dede Houeto, 2009.
"The Simulation of the Educational Output over the Life Course: The GAMEO Model,"
Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers)
- Houeto, Dede & Gregoir, Stéphane & Courtioux, Pierre, 2009. "The Simulation of the Educational Output over the Life Course: The GAMEO Model," Economics Papers from University Paris Dauphine 123456789/1103, Paris Dauphine University.
- Luc Savard, 2003. "Poverty and Income Distribution in a CGE-Household Micro-Simulation Model: Top-Down/Bottom Up Approach," Cahiers de recherche 0343, CIRPEE.
- Klevmarken, N. Anders & Bolin, Kristian & Eklöf, Matias & Flood, Lennart & Fransson, Urban & Hallberg, Daniel & Höjgård, Sören & Lindgren, Björn & Mitrut, Andrea & Lagergren, Mårten, 2007. "Simulating the future of the Swedish baby-boom generations," Working Paper Series 2007:26, Uppsala University, Department of Economics.
- Wolfson, Michael C, 1988. "Homemaker Pensions and Lifetime Redistribution," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 34(3), pages 221-50, September.
- Simon Kelly & Anthony King, 2001. "Australians over the Coming 50 Years: Providing Useful Projections," Brazilian Electronic Journal of Economics, Department of Economics, Universidade Federal de Pernambuco, vol. 4(2), December.
- Zucchelli, E & Jones, A.M & Rice, N, 2010. "The evaluation of health policies through microsimulation methods," Health, Econometrics and Data Group (HEDG) Working Papers 10/03, HEDG, c/o Department of Economics, University of York.
- Rebecca Cassells & Ann Harding & Simon Kelly, 2006. "Problems and Prospects for Dynamic Microsimulation: A review and lessons for APPSIM," NATSEM Working Paper Series 63, University of Canberra, National Centre for Social and Economic Modelling.
- Robert Tanton & Yogi Vidyattama & Binod Nepal & Justine McNamara, 2011. "Small area estimation using a reweighting algorithm," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(4), pages 931-951, October.
- Jan Nelissen, 1996. "Annualized versus non-annualized lifetime income redistribution," Applied Economics Letters, Taylor & Francis Journals, vol. 3(8), pages 533-536.
- Dekkers, Gijs, 2010. "On the impact of indexation and demographic ageing on inequality among pensioners," MPRA Paper 36136, University Library of Munich, Germany.
- Peichl, Andreas & Schneider, Hilmar & Siegloch, Sebastian, 2010. "Documentation IZAΨMOD: The IZA Policy SImulation MODel," IZA Discussion Papers 4865, Institute for the Study of Labor (IZA).
- Giulia Colombo, 2010. "Linking CGE and microsimulation models: a comparison of different approaches," International Journal of Microsimulation, International Microsimulation Association, vol. 3(1), pages 72-91.
- Albert Ando & Andrea Moro, 1995. "Demographic Dynamics, Labor Force Participation and Household Asset Accumulation: Case of Japan," NBER Working Papers 5261, National Bureau of Economic Research, Inc.
- Anne-Sophie Robilliard & Sherman Robinson, 2003.
"Reconciling Household Surveys and National Accounts Data Using a Cross Entropy Estimation Method,"
Review of Income and Wealth,
International Association for Research in Income and Wealth, vol. 49(3), pages 395-406, 09.
- Robilliard, Anne-Sophie & Robinson, Sherman, 1999. "Reconciling household surveys and national accounts data using a cross entropy estimation method:," TMD discussion papers 50, International Food Policy Research Institute (IFPRI).
- Klevmarken, N. A., 1997. "Modelling Behavioural Response in EUROMOD," Cambridge Working Papers in Economics 9720, Faculty of Economics, University of Cambridge.
- Thomas Sauerbier, 2002. "UMDBS - a New Tool for Dynamic Microsimulation," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 5(2), pages 5.
- Arthur van Soest, 1995. "Structural Models of Family Labor Supply: A Discrete Choice Approach," Journal of Human Resources, University of Wisconsin Press, vol. 30(1), pages 63-88.
- Riccardo Boero & Flaminio Squazzoni, 2005. "Does Empirical Embeddedness Matter? Methodological Issues on Agent-Based Models for Analytical Social Science," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 8(4), pages 6.
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