Introduces bridge score for covariate balancing in mediator stage and derives sharp pointwise variance bounds on unidentified mediator-outcome confounding with residual budget calibration and Bayesian inference.
Journal of the Royal Statistical Society: Series B , volume =
2 Pith papers cite this work. Polarity classification is still indexing.
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A matched-overlap event-study DiD of Uniswap’s protocol-fee switch finds no large short-run average LP liquidity, depth, or participation response to take-rate cuts.
citing papers explorer
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Sensitivity analysis for causal mediation: bridge score, sharp sensitivity bounds, and calibration
Introduces bridge score for covariate balancing in mediator stage and derives sharp pointwise variance bounds on unidentified mediator-outcome confounding with residual budget calibration and Bayesian inference.
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Causal Effects of Protocol-Fee Changes on Liquidity Provision in Automated Market Makers
A matched-overlap event-study DiD of Uniswap’s protocol-fee switch finds no large short-run average LP liquidity, depth, or participation response to take-rate cuts.