Matias D. Cattaneo

According to our database, Matias D. Cattaneo authored at least 8 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

lpcde: Estimation and Inference for Local Polynomial Conditional Density Estimators.

Matias D. Cattaneo, Rajita Chandak, Michael Jansson, Xinwei Ma

J. Open Source Softw., April, 2025

How Memory in Optimization Algorithms Implicitly Modifies the Loss.

Matias D. Cattaneo, Boris Shigida

CoRR, February, 2025

scpi: Uncertainty Quantification for Synthetic Control Methods.

Matias D. Cattaneo, Yingjie Feng, Filippo Palomba, Rocío Titiunik

J. Stat. Softw., 2025

2024

On the Implicit Bias of Adam.

Matias D. Cattaneo, Jason M. Klusowski, Boris Shigida

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

lpdensity: Local Polynomial Density Estimation and Inference.

Matias D. Cattaneo, Michael Jansson, Xinwei Ma

J. Stat. Softw., 2022

On the Pointwise Behavior of Recursive Partitioning and Its Implications for Heterogeneous Causal Effect Estimation.

Matias D. Cattaneo, Jason M. Klusowski, Peter M. Tian

CoRR, 2022

2020

lspartition: Partitioning-Based Least Squares Regression.

Matias D. Cattaneo, Max H. Farrell, Yingjie Feng

R J., 2020

2015

rdrobust: An R Package for Robust Nonparametric Inference in Regression-Discontinuity Designs.

Sebastian Calonico, Matias D. Cattaneo, Rocío Titiunik

R J., 2015