The paper constructs minimax-bias estimators and uniformly valid confidence intervals for weighted estimands by bounding differences via parameter heterogeneity and weight distance.
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Identification and Estimation of Local Average Treatment Effects
2 Pith papers cite this work, alongside 3,212 external citations. Polarity classification is still indexing.
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A practical guide showing linear IV and 2SLS can weight complier effects differently from the LATE and recommending direct LATE estimation with flexible methods.
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Robust Inference for Weighted Estimands
The paper constructs minimax-bias estimators and uniformly valid confidence intervals for weighted estimands by bounding differences via parameter heterogeneity and weight distance.
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A Practical Guide to Instrumental Variables Methods with Heterogeneous Treatment Effects
A practical guide showing linear IV and 2SLS can weight complier effects differently from the LATE and recommending direct LATE estimation with flexible methods.