Keywords: income inequality, topcoding, partially synthetic data, CPS, Current Population Survey, Generalized Beta of the … rules proposed by Reiter (2003) for the case of ‘partially synthetic’ data. This accounts for the uncertainty added to …-topcoded observations with the imputed incomes for topcoded observations produces a partially synthetic data set for each year to which we …

transforming the censored data into synthetic data at first, then it results in fitting the common partially linear single …

One approach to limiting disclosure risk in public-use microdata is to release multiply-imputed, partially synthetic … data sets. These are data on actual respondents, but with con…dential data replaced by multiply-imputed synthetic values …. When imputing confidential values, a mis-specified model can invalidate inferences, because the distribution of synthetic …

. A mis-specified imputation model can invalidate inferences because the distribution of synthetic data is completely …One approach to limiting disclosure risk in public-use microdata is to release multiply-imputed, partially synthetic … data sets. These are data on actual respondents, but with confidential data replaced by multiply-imputed synthetic values …

. A mis-specified imputation model can invalidate inferences because the distribution of synthetic data is completely …One approach to limiting disclosure risk in public-use microdata is to release multiply-imputed, partially synthetic … data sets. These are data on actual respondents, but with confidential data replaced by multiply-imputed synthetic values …