5 citations · 7 across the 3 of their papers we have counts for
4 papers
Inference in Regression Discontinuity Designs with Clustered Data
Claudia Noack, Tomasz Olma, Christoph Rothe
Clustered sampling is prevalent in empirical regression discontinuity (RD) designs, but it has not received much attention in the theoretical literature. In this paper, we introduc…
Flexible Covariate Adjustments in Regression Discontinuity Designs
Claudia Noack, Tomasz Olma, Christoph Rothe
Empirical regression discontinuity (RD) studies often include covariates in their specifications to increase the precision of their estimates. In this paper, we propose a novel cla…
Sensitivity of LATE Estimates to Violations of the Monotonicity Assumption
Claudia Noack
In this paper, we develop a method to assess the sensitivity of local average treatment effect estimates to potential violations of the monotonicity assumption of Imbens and Angris…
Bias-Aware Inference in Fuzzy Regression Discontinuity Designs
Claudia Noack, Christoph Rothe
We propose new confidence sets (CSs) for the regression discontinuity parameter in fuzzy designs. Our CSs are based on local linear regression, and are bias-aware, in the sense tha…