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GLS under Monotone Heteroskedasticity
Our GLS estimator is shown to be asymptotically equivalent to the infeasible GLS estimator with knowledge of the conditional error variance, and involves only some tuning to trim boundary observations, not only for point estimation but also for interval estimation or hypothesis testing.
Regression Discontinuity Design with Potentially Many Covariates
This paper studies the case of possibly high-dimensional covariates in the regression discontinuity design (RDD) analysis.
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