Replication

Replication files and illustration code using NP Packages.

Research Articles and Applications

• Cattaneo, Crump, Farrell and Feng (2025): Nonlinear Binscatter Methods.
  Review of Economics and Statistics, revise and resubmit.

• Cattaneo, Feng, Palomba and Titiunik (2025): Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption.
  Review of Economics and Statistics, forthcoming.

• Cattaneo, Chandak, Jansson and Ma (2025): lpcde: Estimation and Inference for Local Polynomial Conditional Density Estimators.
  Journal of Open Source Software 10(107): 7241.

• Cattaneo, Chandak, Jansson and Ma (2024): Boundary Adaptive Local Polynomial Conditional Density Estimators.
  Bernoulli 30(4): 3193-3223.

• Cattaneo, Crump, Farrell and Feng (2024): On Binscatter.
  American Economic Review 114(5): 1488-1514.

• Cattaneo, Jansson and Ma (2024): Local Regression Distribution Estimators.
  Journal of Econometrics 240(2): 105074.

• Calonico, Cattaneo and Farrell (2022): Coverage Error Optimal Confidence Intervals for Local Polynomial Regression.
  Bernoulli 28(4): 2998-3022.

• Cattaneo, Jansson and Ma (2022): lpdensity: Local Polynomial Density Estimation and Inference.
  Journal of Statistical Software 101(2): 1-25.

• Cattaneo, Farrell and Feng (2020): Large Sample Properties of Partitioning-Based Series Estimators.
  Annals of Statistics 48(3): 1718-1741.

• Cattaneo, Jansson and Ma (2020): Simple Local Polynomial Density Estimators.
  Journal of the American Statistical Association 115(531): 1449-1455.

• Calonico, Cattaneo and Farrell (2019): nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference.
  Journal of Statistical Software 91(8): 1-33.

• Calonico, Cattaneo and Farrell (2018): On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference.
  Journal of the American Statistical Association 113(522): 767-779.