This R package estimates statistics from binned incomes by matching the empirical CDF and (if known) the mean. The resulting estimates are better than those from other methods (von Hippel, Hunter, & Drown, 2017).

This Stata command estimates statistics from binned incomes using the robust Pareto midpoint estimator (RPME), which assigns incomes to their bin midpoints, except for the top bin, where it assigns incomes to the harmonic mean of a Pareto distribution (von Hippel, Scarpino, & Holas, 2016).

The following software estimates statistics from binned incomes using the multimodel generalized beta estimator (MGBE), which fits continuous distributions from the generalized beta family (von Hippel, Scarpino, & Holas, 2016).