Estimation and Simulation of Earnings in IT-SILC

Emanuele Ciani and Marcello Morciano

Department of Economics from University of Modena and Reggio E., Faculty of Economics "Marco Biagi"

Abstract: 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

Keywords: Microsimulation; Earnings; Lifetime; Inequality; IT-SILC (search for similar items in EconPapers)
JEL-codes: D31 J31 (search for similar items in EconPapers)
Pages: pages 45
Date: 2011-07
New Economics Papers: this item is included in nep-cmp
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Working Paper: Estimation and Simulation of Earnings in IT-SILC (2011)
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