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Propensity Score Matching: un'applicazione per la creazione di un database integrato ISTAT-Banca d'Italia

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  • Sisto, Andrea

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Abstract

Il propensity score (Rosemabum e Rubin,1983) è ormai diventati l'approccio predominante nella letteratura della stima dei casual treatment effect. Tuttavia, recentemente i principali istituti nazionali di statistica hanno utilizzato tale strumento per integrare informazioni provenienti da fonti differenti. Infatti, le survey attualmente disponibili spesso mancano di tutte quelle variabili necessarie per condurre una rigorosa indagine economica e gli economisti sono spessa costretti a integrare tali informazioni ricorrendo procedimenti di matching. Tra le diverse tecniche di imputazione presenti in letteratura il propensity score offre l'indiscutibile vantaggio di ridurre un problema di integrazione potenzialmente multidimensionale a uno unidimensionale, riducendo il costo dell'operazione. Il presente contributo valuta l'efficacia di tale strumento nel generare un database integrato a partire dalla survey multiscopo ISTAT "Aspetti della vita quotidiana 2000" e l'indagine Banca d'Italia "Bilanci delle famiglie Italiane 2000".

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File URL: http://polis.unipmn.it/pubbl/RePEc/uca/ucapdv/sisto63.pdf
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Bibliographic Info

Paper provided by Institute of Public Policy and Public Choice - POLIS in its series POLIS Working Papers with number 56.

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Length: 28 pages
Date of creation: Jan 2006
Date of revision:
Handle: RePEc:uca:ucapdv:56

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Web page: http://polis.unipmn.it

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Cited by:
  1. Ottone, Stefania, 2007. "Are people samaritans or avengers?," POLIS Working Papers 77, Institute of Public Policy and Public Choice - POLIS.
  2. Carla Marchese, 2009. "Rewarding the Consumer for Curbing the Evasion of Commodity Taxes?," FinanzArchiv: Public Finance Analysis, Mohr Siebeck, Tübingen, vol. 65(4), pages 383-402, December.
  3. Ortona, Guido & Ottone, Stefania & Ponzano, Ferruccio & Scacciati, Francesco, 2008. "Labour supply in presence of taxation financing public services. An experimental approach," Journal of Economic Psychology, Elsevier, vol. 29(5), pages 619-631, November.
  4. Giovanni B. Ramello & Francesco Silva, 2006. "Appropriating signs and meaning: the elusive economics of trademark," Industrial and Corporate Change, Oxford University Press, vol. 15(6), pages 937-963, December.
  5. Bissey, Marie-Edith & Ortona, Guido, 2007. "The program for the simulation of electoral systems ALEX4.1: what it does and how to use it," POLIS Working Papers 82, Institute of Public Policy and Public Choice - POLIS.
  6. Cugno, Franco & Ottoz, Elisabetta, 2006. "Static inefficiency of compulsory licensing: Quantity vs. price competition," POLIS Working Papers 73, Institute of Public Policy and Public Choice - POLIS.
  7. Bia, Michela, 2007. "The Propensity Score method in public policy evaluation: a survey," POLIS Working Papers 79, Institute of Public Policy and Public Choice - POLIS.
  8. Breton, Albert & Scott, Anthony & Fraschini, Angela, 2007. "Explaining differences in environmental governance patterns between Canada, Italy and the United States," POLIS Working Papers 87, Institute of Public Policy and Public Choice - POLIS.
  9. Elena Pisano & Simone Tedeschi, 2014. "Micro Data Fusion of Italian Expenditures and Incomes Surveys," Working Papers 164, University of Rome La Sapienza, Department of Public Economics.
  10. Bia, Michela & Mattei, Alessandra, 2007. "Application of the Generalized Propensity Score. Evaluation of public contributions to Piedmont enterprises," POLIS Working Papers 80, Institute of Public Policy and Public Choice - POLIS.
  11. Ramello, Giovanni, 2006. "What's in a sign? Trademark law and enconomic theory," POLIS Working Papers 67, Institute of Public Policy and Public Choice - POLIS.
  12. Marchese, Carla & Privileggi, Fabio, 2007. "Increasing the efficiency of the 'Studi di Settore' might backfire," POLIS Working Papers 83, Institute of Public Policy and Public Choice - POLIS.
  13. Ottone, Stefania, 2006. "fairness: a survey," POLIS Working Papers 57, Institute of Public Policy and Public Choice - POLIS.
  14. Stefania Ottone & Ferrucio Ponzano & Roberto Ricciuti, 2009. "Simulating Voting Rule Reforms for the Italian Parliament: An Economic Perspective," Czech Economic Review, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, vol. 3(3), pages 292-304, October.
  15. Nicita Antonio & Ramello Giovanni B., 2007. "Property, Liability and Market Power: The Antitrust Side of Copyright," Review of Law & Economics, De Gruyter, vol. 3(3), pages 767-791, December.

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