Research
Publications
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Convergence rates of oblique regression trees for flexible function libraries
with Matias Cattaneo and Jason Klusowski
Annals of Statistics, forthcoming
arXiv -
Boundary adaptive local polynomial conditional density estimators
with Matias Cattaneo, Michael Jansson and Xinwei Ma
Bernoulli, forthcoming
arXiv | R package
Preprints
- lpcde: Local polynomial conditional density estimation and inference
with Matias Cattaneo, Michael Jansson and Xinwei Ma
R package | Software article
Working Papers
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Consistency of the EM algorithm in high dimensions
with Matias Cattaneo and Jason Klusowski -
Adaptive Mondrian random forests
with Matias Cattaneo, William Underwood, and Jason Klusowski -
Variable importance for oblique regression trees
with Matias Cattaneo and Jason Klusowski
Software
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NP Packages
Github repository
lpcde: Developed companion R package for forthcoming paper
lpdensity: Developed Python version of existing R package -
RD Packages
Github repository
rddensity: Developed Python version of existing R package
Peer Review
- Journal of the American Statistical Association
- Econometric Theory
- Operations Research
- Journal of Causal Inference
Manuscripts
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Energy Aware Optimization of Scalable Load Balancing Strategies
Undergraduate Honors Thesis completed in 2019. Advised by Dr. Kavita Ramanan and Dr. Debankur Mukherjee. -
Pricing VIX and TYVIX using Risk-Neutralized Historical Distributions
Research completed in 2018 as a part of NSF-REU (Award DMS-1757685) at WPI with Dr. Marcel Blais and Dr. Stephan Sturm. -
Spatial Point Analysis of Segregated Communities and Enviornmental Justice Factors in New York
Research completed in 2017 as a part of NSF-REU (Award NSF 1559788) at CSU Chico with Dr. Ben Nolting.