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Tests for Many Treatment Effects in Regression Discontinuity Panel Data Models
We find that in the Gaussian approximations to the test statistics, the dependence structures in the data can be safely ignored due to the localized nature of the statistics.
Shapley Curves: A Smoothing Perspective
This paper fills the limited statistical understanding of Shapley values as a variable importance measure from a nonparametric (or smoothing) perspective.
A semiparametric approach for interactive fixed effects panel data models
We derive its asymptotic properties by finding out that the limiting distribution has a discontinuity, depending on the explanatory power of our basis functions which is expressed by the variance of the error of the factor loadings.
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