Jenkins S () (Institute for Social and Economic Research) Burkhauser R () (Cornell University) Feng S (Shanghai University of Finance and Economics) Larrimore J (Cornell University)
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To measure income inequality with right censored (topcoded) data, we propose multiple imputation for censored observations using draws from Generalized Beta of the Second Kind distributions to provide partially synthetic datasets analyzed using complete data methods. Estimation and inference uses ReiterÂ’s (Survey Methodology 2003) formulae. Using Current Population Survey (CPS) internal data, we find few statistically significant differences in income inequality for pairs of years between 1995 and 2004. We also show that using CPS public use data with cell mean imputations may lead to incorrect inferences about inequality differences. Multiply-imputed public use data provide an intermediate solution.
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Paper provided by Institute for Social and Economic Research in its series ISER working papers with number
2009-04.
Length: 29 Date of creation: 09 Feb 2009 Date of revision: Publication status: published Handle: RePEc:ese:iserwp:2009-04
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