Research
Publications
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lpcde: Estimation and Inference for Local Polynomial Conditional Density Estimators
with Matias Cattaneo, Michael Jansson and Xinwei Ma
Journal of Open Statistical Software, 2025, 10(107), 7241
R package | Article | Supplement -
Convergence rates of oblique regression trees for flexible function libraries
with Matias Cattaneo and Jason Klusowski
Annals of Statistics, 2024, Vol. 52, No. 2, 466-490
Paper | Supplemental -
Boundary adaptive local polynomial conditional density estimators
with Matias Cattaneo, Michael Jansson and Xinwei Ma
Bernoulli, 2024, Vol. 30, No. 4, 3193-3223
Paper | R package
Preprints
- On the convergence of a federated expectation-maximization algorithm
with Zhixu Tao and Sanjeev Kulkarni
Submitted
arXiv
Working Papers
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Consistency of the EM algorithm in high dimensions
with Matias Cattaneo and Jason Klusowski -
Variable importance for oblique regression trees
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Manipulation testing based on distance to boundaries
with Matias Cattaneo, Michael Jansson and Xinwei Ma
Software
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NP Packages
Github repository
lpcde: Companion R package for Boundary adaptive local conditional density estimators
lpdensity: Developed Python version of existing R package -
RD Packages
Github repository
rddensity: Developed Python version of existing R package