Princeton University Library Catalog

Estimating Poverty Rates in Target Populations [electronic resource] : An Assessment of the Simple Poverty Scorecard and Alternative Approaches / Alexis Diamond.

Author:
Diamond, Alexis [Browse]
Format:
Book
Language:
English
Published/​Created:
Washington, D.C. : The World Bank, 2016.
Description:
1 online resource (56 p.)
Series:
Summary note:
The performance of the Simple Poverty Scorecard is compared against the performance of established regression-based estimators. All estimates are benchmarked against observed poverty status based on household expenditure (or income) data from household socioeconomic surveys that span nearly a decade and are representative of subnational populations. When the models all adopt the same "one-size-fits-all" training approach, there is no meaningful difference in performance and the Simple Poverty Scorecard is as good as any of the regression-based estimators. The findings change, however, when the regression-based estimators are "trained" on "training sets" that more closely resemble potential subpopulation test sets. In this case, regression-based models outperform the nationally calculated Simple Poverty Scorecard in terms of bias and variance. These findings highlight the fundamental trade-off between simplicity of use and accuracy.
Other standard number:
  • 10.1596/1813-9450-7793
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