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Kernel Density Estimation Based on Grouped Data

Kernel Density Estimation Based on Grouped Data »

Source: Kernel Density Estimation Based on Grouped Data : The Case of Poverty Assessment

Volume/Issue: 2008/183

Series: IMF Working Papers

Author(s): Camelia Minoiu , and Sanjay Reddy

Publisher: INTERNATIONAL MONETARY FUND

Publication Date: 01 July 2008

ISBN: 9781451870411

Keywords: kernel density estimation, grouped data, statistics, poverty line, survey, surveys, household surveys,

We analyze the performance of kernel density methods applied to grouped data to estimate poverty (as applied in Sala-i-Martin, 2006, QJE). Using Monte Carlo simulations and household surveys, we find that the techn...