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Estimation and Simulation of Earnings in IT-SILC

  • Emanuele Ciani

    ()

  • Marcello Morciano

    ()

This paper describes income distribution among workers in Italy using both the cross-sectional and panel component of IT-SILC. We highlight advantages and drawbacks of different econometric approaches, comparing standard OLS estimates with those obtained from Random Effects and Poisson Maximum Likelihood and assessing whether the results are sensitive to the different specification. Finally, we present the procedure in use in simulating future earnings in CAPP_DYN, the dynamic population-based microsimulation model of the CAPP.

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File URL: http://www.capp.unimore.it/pubbl/cappapers/Capp_p90.pdf
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Paper provided by Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi" in its series Center for the Analysis of Public Policies (CAPP) with number 0090.

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Length: pages 46
Date of creation: May 2011
Date of revision:
Handle: RePEc:mod:cappmo:0090
Contact details of provider: Web page: http://www.capp.unimore.it

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  1. Giuseppe Marotta, 1997. "Does trade credit redistribution thwart monetary policy? Evidence from Italy," Applied Economics, Taylor & Francis Journals, vol. 29(12), pages 1619-1629.
  2. Spence, A Michael, 1973. "Job Market Signaling," The Quarterly Journal of Economics, MIT Press, vol. 87(3), pages 355-74, August.
  3. Margherita Borella, 2001. "The Error Structure of Earnings: an Analysis on Italian Longitudinal Data," CeRP Working Papers 07, Center for Research on Pensions and Welfare Policies, Turin (Italy).
  4. Joao Santos Silva & Silvana Tenreyro, 2005. "The Log of Gravity," CEP Discussion Papers dp0701, Centre for Economic Performance, LSE.
  5. Lillard, Lee A & Willis, Robert J, 1978. "Dynamic Aspects of Earning Mobility," Econometrica, Econometric Society, vol. 46(5), pages 985-1012, September.
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  7. Borella, Margherita & Moscarola, Flavia Coda, 2010. "Microsimulation of pension reforms: behavioural versus nonbehavioural approach," Journal of Pension Economics and Finance, Cambridge University Press, vol. 9(04), pages 583-607, October.
  8. Agar Brugiavini & Franco Peracchi, 2003. "Social Security Wealth and Retirement Decisions in Italy," LABOUR, CEIS, vol. 17(SpecialIs), pages 79-114, 08.
  9. Marina Murat & Barbara Pistoresi, 2006. "Emigrants and immigrants networks in FDI," Department of Economics 0546, University of Modena and Reggio E., Faculty of Economics "Marco Biagi".
  10. Elena Giarda, 2008. "The worsening of wage expectations in Italy: a study based on administrative data," International Journal of Manpower, Emerald Group Publishing, vol. 29(1), pages 64-87, May.
  11. Bertocchi, Graziella, 2011. "Growth, Colonization, and Institutional Development: In and Out of Africa," CEPR Discussion Papers 8486, C.E.P.R. Discussion Papers.
  12. Baltagi, Badi H. & Wu, Ping X., 1999. "Unequally Spaced Panel Data Regressions With Ar(1) Disturbances," Econometric Theory, Cambridge University Press, vol. 15(06), pages 814-823, December.
  13. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4 National Bureau of Economic Research, Inc.
  14. Andrew Weiss, 1995. "Human Capital vs. Signalling Explanations of Wages," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 133-154, Fall.
  15. Carl Emmerson & Howard Reed & Andrew Shephard, 2004. "An assessment of PenSim2," IFS Working Papers W04/21, Institute for Fiscal Studies.
  16. Gary S. Becker, 1994. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education (3rd Edition)," NBER Books, National Bureau of Economic Research, Inc, number beck94-1.
  17. Baltagi, Badi H. & Li, Qi, 1991. "A transformation that will circumvent the problem of autocorrelation in an error-component model," Journal of Econometrics, Elsevier, vol. 48(3), pages 385-393, June.
  18. Xavier Ramos, 2003. "The Covariance Structure of Earnings in Great Britain, 1991-1999," Economica, London School of Economics and Political Science, vol. 70(278), pages 353-374, 05.
  19. Didier Blanchet & Sylvie Le Minez & Emmanuelle Crenner & Sophie Buffeteau, 2011. "Le modèle de microsimulation Destinie 2 : principales caractéristiques et premiers résultats," Économie et Statistique, Programme National Persée, vol. 441(1), pages 101-121.
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