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Below results based on the criteria 'doubly robust'
Total number of records returned: 1
1
Poster
Weighted Estimation for Analyses with Missing Data
Samii, Cyrus
Uploaded
07-21-2010
Keywords
missing data
doubly robust
inverse probability weighting
semi-parametric
post-treatment
regression
sample selection
Abstract
Missing data plague data analyses in political science. The recent applied statistics literature reflects renewed interest in weighting methods for missing data problems. Three properties are stressed in this literature: (i) robustness, (ii) the ability to use post-treatment information in causal analysis, and (iii) methods to gain efficiency. I present these results, hoping to show the potential in using refashioned weighting methods for political science research.
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