Peter Radchenko

15 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-8826-9239

University of Sydney

Publications

• Predicting census survey response rates with parsimonious additive models and structured interactions — The Annals of Applied Statistics 2025
• Subset Selection with Shrinkage: Sparse Linear Modeling When the SNR Is Low — Operations Research 2023
• Grouped variable selection with discrete optimization: Computational and statistical perspectives — The Annals of Statistics 2023
• Irrational Exuberance: Correcting Bias in Probability Estimates — Journal of the American Statistical Association 2022
• Convex clustering vial1fusion penalization — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
• Index Models for Sparsely Sampled Functional Data — Journal of the American Statistical Association 2015
• Functional additive regression — The Annals of Statistics 2015
• Improved variable selection with Forward-Lasso adaptive shrinkage — The Annals of Applied Statistics 2011
• Variable Selection Using Adaptive Nonlinear Interaction Structures in High Dimensions — Journal of the American Statistical Association 2010
• DASSO: connections between the Dantzig selector and lasso — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009
• A generalized Dantzig selector with shrinkage tuning — Biometrika 2009
• Variable Inclusion and Shrinkage Algorithms — Journal of the American Statistical Association 2008
• Mixed-rates asymptotics — The Annals of Statistics 2008
• Modelling with categorical features via exact fusion and sparsity regularization — Journal of the Royal Statistical Society: Series B (Statistical Methodology)
• Extracting Interpretable Models from Tree Ensembles: Computational and Statistical Perspectives — Journal of the American Statistical Association