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.
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Influence functions of modern DiD estimators meet Binder's smoothness conditions, so stratified-cluster variance formulas yield design-consistent standard errors.
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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.
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Design-Based Variance Estimation for Modern Heterogeneity-Robust Difference-in-Differences Estimators
Influence functions of modern DiD estimators meet Binder's smoothness conditions, so stratified-cluster variance formulas yield design-consistent standard errors.