Matias D. Cattaneo

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 4

Top Topics

Recursive Partitioning

Density Estimation

Principal Direction

Nonparametric Regression

Top Venues

J. Stat. Softw.

Publications

Matias D. Cattaneo, Jason M. Klusowski, Boris Shigida
On the Implicit Bias of Adam. CoRR (2023)
Matias D. Cattaneo, Jason M. Klusowski, Peter M. Tian
On the Pointwise Behavior of Recursive Partitioning and Its Implications for Heterogeneous Causal Effect Estimation. CoRR (2022)
Matias D. Cattaneo, Michael Jansson, Xinwei Ma
lpdensity: Local Polynomial Density Estimation and Inference. J. Stat. Softw. 101 (2) (2022)
Matias D. Cattaneo, Max H. Farrell, Yingjie Feng
lspartition: Partitioning-Based Least Squares Regression. R J. 12 (1) (2020)
Sebastian Calonico, Matias D. Cattaneo, Rocío Titiunik
rdrobust: An R Package for Robust Nonparametric Inference in Regression-Discontinuity Designs. R J. 7 (1) (2015)