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Publication Details

Testing and adjusting for attrition in Household Panel Data

CPRC Toolkit Note

Bob Baulch
Agnes Quisumbing
2011

Abstract

This note describes the use of a simple procedure to correct for attrition due to observables in household panel survey: inverse probability weights. The procedure involves estimating two probit regressions, one with and one without variables that are significantly associated with attrition, and using the ratio of predicted probabilities from these regressions to reweight the observations. The procedure is illustrated in Stata using data from part of the CPRC-DATA-IFPRI panel in rural Bangladesh.

Publication Type(s)

Toolbox downloads

Downloads

1 Attrition weights (.do file) Unknown Data 6.0 KB
2 Bangladesh example (.dta file) Unknown Data 158.3 KB
3 Toolkit Note on attrition PDF 60.5 KB

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