Max H. Farrell

Associate Professor of Economics
Mellichamp Chair of Mind and Machine Intelligence
University of California, Santa Barbara

Curriculum Vitae (PDF)

Find me:
maxhfarrell@ucsb.edu
Google Scholar
Semantic Scholar


Software


Working Papers


  1. Covariate-Adjusted Regression Discontinuity Designs, with Sebastian Calonico, Matias Cattaneo, Filippo Palomba, and Rocio Titiunik
  2. Nonlinear Binscatter Methods, with Matias Cattaneo, Richard Crump, and Yingjie Feng
  3. Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators, with Matias Cattaneo, Michael Jansson, and Ricardo Masini
  4. Deep Learning for Individual Heterogeneity: An Automatic Inference Framework, with Tengyuan Liang and Sanjog Misra

Publications


  1. On Binscatter, with Matias Cattaneo, Richard Crump, and Yingjie Feng
  2. Coverage Error Optimal Confidence Intervals for Local Polynomial Regression, with Sebastian Calonico and Matias Cattaneo
  3. Deep Neural Networks for Estimation and Inference, with Tengyuan Liang and Sanjog Misra
  4. Large Sample Properties of Partitioning-Based Series Estimators, with Matias Cattaneo and Yingjie Feng
  5. Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs, with Sebastian Calonico and Matias Cattaneo
  6. Characteristic-Sorted Portfolios: Estimation and Inference, with Matias Cattaneo, Richard Crump, and Ernst Schaumburg
  7. Regression Discontinuity Designs Using Covariates, with Sebastian Calonico, Matias Cattaneo, and Rocio Titiunik
  8. On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference, with Sebastian Calonico and Matias Cattaneo
  9. Robust Inference on Average Treatment Effects with Possibly More Covariates than Observations
  10. Optimal Convergence Rates, Bahadur Representation, and Asymptotic Normality of Partitioning Estimators, with Matias Cattaneo
  11. Efficient Estimation of the Dose Response Function under Ignorability using Subclassification on the Covariates, with Matias Cattaneo


Last updated January 2024