Research

Research Underway and Working Papers.

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

    Supplemental

  2. Non-Asymptotic Prediction Intervals for Synthetic Control Methods, with Yingjie Feng and Rocio Titiunik.

    Replication

  3. Local Regression Distribution Estimators, with Michael Jansson and Xinwei Ma.

    Supplemental | Software | Replication

  4. Bootstrap-Based Inference for Cube Root Asymptotics, with Michael Jansson and Kenichi Nagasawa.

    Supplemental

  5. Average Density Estimators: Efficiency and Bootstrap Consistency, with Michael Jansson.
  6. Coverage Error Optimal Confidence Intervals for Local Polynomial Regression, with Sebastian Calonico and Max Farrell.

    Supplemental | Software

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

    Supplemental | Software | Replication

  8. Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs, with Luke Keele, Rocio Titiunik and Gonzalo Vazquez-Bare.

    Supplemental | Software

Statistical Software Articles.

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

    Software

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

    Software

  3. Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores, with Rocio Titiunik and Gonzalo Vazquez-Bare.

    Software

  4. lpdensity: Local Polynomial Density Estimation and Inference, with Michael Jansson and Xinwei Ma.

    Software