Max H. Farrell

Associate Professor of Econometrics and Statistics
University of Chicago Booth School of Business

Curriculum Vitae (PDF)

Find me on:
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Contact me:
Phone: 773-834-0161
Mail: 5807 South Woodlawn Avenue, Chicago, IL 60637



Working Papers

  1. Deep Learning for Individual Heterogeneity: An Automatic Inference Framework | arXiv | cemmap
  2. On Binscatter | arXiv | Replication


  1. Coverage Error Optimal Confidence Intervals for Local Polynomial Regression | arXiv | Replication
  2. Deep Neural Networks for Estimation and Inference | arXiv | Published PDF | Replication
  3. Large Sample Properties of Partitioning-Based Series Estimators | arXiv | Published PDF | Replication
  4. Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs | arXiv | Published PDF | Replication
  5. Characteristic-Sorted Portfolios: Estimation and Inference | arXiv | Published PDF | Replication
  6. Regression Discontinuity Designs Using Covariates | arXiv | Published PDF | Supplement PDF | Replication
  7. On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference | arXiv | Published PDF | Replication
  8. Robust Inference on Average Treatment Effects with Possibly More Covariates than Observations | arXiv | Published PDF | Replication
  9. Optimal Convergence Rates, Bahadur Representation, and Asymptotic Normality of Partitioning Estimators | Published PDF | Supplement PDF
  10. Efficient Estimation of the Dose Response Function under Ignorability using Subclassification on the Covariates | PDF

Last updated August 2021