Research

Research Underway and Working Papers.

  1. Smoothed Pairwise Difference Estimators: Distribution Theory and Bootstrap Inference, with Michael Jansson and Kenichi Nagasawa.

    Supplemental

  2. Bootstrap-Assisted Inference for Generalized Grenander-type Estimators, with Michael Jansson and Kenichi Nagasawa.

    Supplemental | Replication | Slides

  3. Uniform Inference for Kernel Density Estimators with Dyadic Data, with Yingjie Feng and William Underwood.

    Supplemental | Replication

  4. Local Polynomial Conditional Density Estimators, with Rajita Chandak, Michael Jansson and Xinwei Ma.

    Supplemental | Replication | Software

  5. A Guide to Regression Discontinuity Designs in Medical Applications, with Luke Keele and Rocio Titiunik.

    Replication

  6. Attention Overload, with Paul Cheung, Xinwei Ma and Yusufcan Masatlioglu.

    Supplemental | Replication | CRAN | Manual

  7. Covariate Adjustment in Regression Discontinuity Designs, with Luke Keele and Rocio Titiunik.

    Chapter requested by Handbook of Matching and Weighting in Causal Inference, eds. J. R. Zubizarreta, E. A. Stuart, D. S. Small and P. R. Rosenbaum, Chapman & Hall.

  8. Regression Discontinuity Designs, with Rocio Titiunik.

    Article requested by Annual Review of Economics (vol. 14, 2022)

  9. On Binscatter, with Richard Crump, Max Farrell and Yingjie Feng.

    Supplemental | Replication | Software | Slides

Statistical Software Articles.

  1. mvte: Estimation and Inference for Multi-valued Treatment Effects, with Sebastian Calonico and David Drukker.

    Software

  2. lpcde: Estimation and Inference for Local Polynomial Conditional Density Estimators, with Rajita Chandak, Michael Jansson and Xinwei Ma.

    Software

  3. scpi: Uncertainty Quantification for Synthetic Control Estimators, with Yingjie Feng, Filippo Palomba and Rocio Titiunik.

    Software

  4. Binscatter Regressions, with Richard Crump, Max Farrell and Yingjie Feng.

    Software