Minoiu, Camelia; Reddy, Sanjay G. - 2012
techniques, in particular kernel density estimation, in estimating poverty from grouped data. Using Monte Carlo simulations, we … show that kernel density estimation gives rise to nontrivial biases in estimated poverty levels that depend on the … bandwidth, kernel, poverty indicator, size of the dataset, and data generating process. Furthermore, the empirical bias in the …