Research In Progress

1. Smoothed Pairwise Difference Estimators: Distribution Theory and Bootstrap Inference, with Michael Jansson and Kenichi Nagasawa.
   Supplemental
2. Cluster Robust Inference in Linear Regression Models with Many Covariates, with Aibo Gong, Michael Jansson and Whitney Newey.
   Supplemental | Replication
3. Estimation and Inference in Boundary Discontinuity Designs, with Rocio Titiunik and Rae Yu.
   Supplemental | Replication | Software
4. Heterogeneous Treatment Effects in Regression Discontinuity Designs, with Sebastian Calonico, Max Farrell, Filippo Palomba and Rocio Titiunik.
   Supplemental | Replication | Software
5. Continuity of the Distribution Function of the argmax of a Gaussian Process, with Gregory Cox, Michael Jansson and Kenichi Nagasawa.
6. Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators, with Yingjie Feng and Boris Shigida.
   Supplemental
7. Nonlinear Binscatter Methods, with Richard Crump, Max Farrell and Yingjie Feng.
   Supplemental | Replication | Software | Slides
8. Strong Approximations for Empirical Processes Indexed by Lipschitz Functions, with Rae Yu.
   Annals of Statistics, minor revise and resubmit.
   Supplemental
9. Beta-Sorted Portfolios, with Richard Crump and Weining Wang.
   Supplemental | Replication
10. Inference with Mondrian Random Forests, with Jason Klusowski and William Underwood.
    Annals of Statistics, reject and resubmit.
    Replication | Julia package
11. Attention Overload, with Paul Cheung, Xinwei Ma and Yusufcan Masatlioglu.
    Supplemental | Replication | CRAN | Manual
12. Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption, with Yingjie Feng, Filippo Palomba and Rocio Titiunik.
    Review of Economics and Statistics, revise and resubmit.
    Supplemental | Replication | Software | Slides
13. On the Pointwise Behavior of Recursive Partitioning and Its Implications for Heterogeneous Causal Effect Estimation, with Jason Klusowski and Peter Tian.
    Annals of Statistics, reject and resubmit.
    Slides
14. Yurinskii's Coupling for Martingales, with Ricardo Masini and William Underwood.
    Annals of Statistics, revise and resubmit.
    Supplemental
15. Randomization Inference for Before-and-After Studies with Multiple Units: An Application to a Criminal Procedure Reform in Uruguay, with Carlos Diaz and Rocio Titiunik.
    Replication
16. Leveraging Covariates in Regression Discontinuity Designs, with Filippo Palomba.
    Replication
    Invited article on RD designs.
17. mvte: Estimation and Inference for Multi-valued Treatment Effects, with Sebastian Calonico and David Drukker.
    Software
18. lpcde: Estimation and Inference for Local Polynomial Conditional Density Estimators, with Rajita Chandak, Michael Jansson and Xinwei Ma.
    Journal of Open Source Software, revise and resubmit.
    Software