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Robust Confidence Intervals for Average Treatment Effects Under Limited Overlap

Robust confidence intervals for average treatment effects under limited overlap
descriptionPublicationkeyboard_double_arrow_right Article , Research , Preprint 01 Jan 2015 Germany English Publisher:Elsevier BVJournal:SSRN Electronic Journal (eissn: 1556-5068, Copyright policy )
Authors: Rothe, Christoph;

doi: 10.2139/ssrn.2554886 , 10.3982/ecta13141

handle: 10419/107545

Robust Confidence Intervals for Average Treatment Effects Under Limited Overlap

Abstract

zbMATH Open Web Interface contents unavailable due to conflicting licenses.

Country
Germany
Related Organizations
Keywords

causality, 330, ddc:330, Nonparametric robustness, average treatment effect, average treatment effect, causality, overlap, propensity score, treatment effect heterogeneity, unconfoundedness, Applications of statistics to biology and medical sciences; meta analysis, treatment effect heterogeneity, Nonparametric tolerance and confidence regions, unconfoundedness, overlap, C14, C25, C31, propensity score, C12, jel: jel:C31, jel: jel:C12, jel: jel:C14, jel: jel:C25

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 19
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
19
Top 10%
Top 10%
Average
bronze