← All authors Peter Radchenko University of Sydney (from arXiv:2408.05665, 2024) · ORCID · OpenAlex
22 papers in scope · 22 published · 1 on the econ.EM arXiv · 898 citations · h-index 13 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Youngki Shin Myung Hwan Seo Yuan Liao Sokbae Lee Myung-Hyun Song Min Seong Kim Xiaohong Chen Woosik Gong Abhimanyu Gupta Le-Yu Chen Qingsong Yao Yoonseok Lee Xiaohong Chen Jean-Jacques Forneron Victor Chernozhukov Jung-Yoon Lee Alexander Semenov Elie Tamer Serena Ng Jianqing Fan Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 22)
Extracting Interpretable Models from Tree Ensembles: Computational and Statistical Perspectives
published 2026 · Journal of the American Statistical Association
with Brian Liu, Rahul Mazumder
Modelling with categorical features via exact fusion and sparsity regularization
published 2026 · Journal of the Royal Statistical Society Series B (Statistical Methodology)
with Kayhan Behdin, Riade Benbaki, Rahul Mazumder
published 2025 · Journal of Business and Economic Statistics · 2 citations · first circulated 2024
Large Scale Partial Correlation Screening With Uncertainty Quantification
published 2025 · IEEE Transactions on Information Theory
with Emily Neo, Bala Rajaratnam
Interlinkage between health workforce availability and socioeconomic status in rural and remote Australia
published 2025 · PLoS ONE · 3 citations
with Ellen McDonald, Ross Bailie, K. Shuvo Bakar
Grouped variable selection with discrete optimization: Computational and statistical perspectives
published 2023 · The Annals of Statistics · 19 citations · first circulated 2021
with Hussein Hazimeh, Rahul Mazumder
Subset Selection with Shrinkage: Sparse Linear Modeling When the SNR Is Low
published 2022 · Operations Research · 61 citations · first circulated 2017
with Rahul Mazumder, Antoine Dedieu
Too similar to combine? On negative weights in forecast combination
published 2021 · International Journal of Forecasting · 18 citations · first circulated 2020
Irrational Exuberance: Correcting Bias in Probability Estimates
published 2020 · Journal of the American Statistical Association · 1 citations
with Gareth James, Bradley Rava
Feature screening in large scale cluster analysis
published 2017 · Journal of Multivariate Analysis · 3 citations
with Trambak Banerjee, Gourab Mukherjee
Convex Clustering via l 1 Fusion Penalization
published 2017 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 40 citations · first circulated 2014
with Gourab Mukherjee
The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization
published 2017 · IEEE Transactions on Information Theory · 6 citations · first circulated 2015
with Rahul Mazumder
Convex clustering via l1 fusion penalization Series B Statistical methodology
published 2017 · Journal of the Royal Statistical Society Series A (Statistics in Society)
with Gourab Mukherjee
no link
Functional additive regression
published 2015 · The Annals of Statistics · 137 citations
High dimensional single index models
published 2015 · Journal of Multivariate Analysis · 72 citations
Index Models for Sparsely Sampled Functional Data
published 2014 · Journal of the American Statistical Association · 17 citations
Improved variable selection with Forward-Lasso adaptive shrinkage
published 2011 · The Annals of Applied Statistics · 50 citations
with Gareth James
Variable Selection Using Adaptive Nonlinear Interaction Structures in High Dimensions
published 2010 · Journal of the American Statistical Association · 123 citations
with Gareth James
A generalized Dantzig selector with shrinkage tuning
published 2009 · Biometrika · 69 citations
with Gareth James
Variable Inclusion and Shrinkage Algorithms
published 2008 · Journal of the American Statistical Association · 63 citations
with Gareth James
DASSO: Connections Between the Dantzig Selector and Lasso
published 2008 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 174 citations
with Gareth James, Jinchi Lv
Nonlinear least-squares estimation
published 2005 · Journal of Multivariate Analysis · 40 citations
with David Pollard
Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.
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