The paper proves the inconsistency of isotonic regression at the boundary, derives consistent boundary-corrected estimators and a trimmed wild bootstrap, and applies them to monotone regression discontinuity designs.
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Isotonic Regression Discontinuity Designs
The paper proves the inconsistency of isotonic regression at the boundary, derives consistent boundary-corrected estimators and a trimmed wild bootstrap, and applies them to monotone regression discontinuity designs.