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Kernel Choice Matters for Boundary Inference Using Local Polynomial Density: With Application to Manipulation Testing
The local polynomial density (LPD) estimator has been a useful tool for inference concerning boundary points of density functions.
Doubly Robust Uniform Confidence Bands for Group-Time Conditional Average Treatment Effects in Difference-in-Differences
We consider a panel data analysis to examine the heterogeneity in treatment effects with respect to a pre-treatment covariate of interest in the staggered difference-in-differences setting of Callaway and Sant'Anna (2021).
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