A Falsifiability Characterization of Double Robustness Through Logical Operators
We address the characterization of problems in which a consistent estimator exists in a union of two models, also termed as a doubly robust estimator. Such estimators are important in missing information, including causal inference problems. Existing characterizations, based on the semiparametric th...
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| Format: | Article |
| Language: | English |
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De Gruyter
2019-04-01
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| Series: | Journal of Causal Inference |
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| Online Access: | https://doi.org/10.1515/jci-2018-0016 |