To measure income inequality with right-censored (top-coded) data, we propose multiple-imputation methods for estimation and inference. Censored observations are multiply imputed using draws from a flexible parametric model fitted to the censored distribution, yielding a partially synthetic data...

We analyze trends in US size-adjusted household income inequality between 1975 and 2004 using the most commonly used data source—the public use version of the March Current Population Survey. But, unlike most researchers, we also give substantial attention to the problems caused by the...

Although most US income inequality research is based on public-use March CPS data, a new wave of research using IRS tax-return data reports substantially faster inequality growth for recent years. We show that these apparently inconsistent estimates are largely reconciled when the income...