| DASSO: connections between the Dantzig selector and lasso GM James, P Radchenko, J Lv Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2009 | 228 | 2009 |
| Functional additive regression Y Fan, G James, P Radchenko The Annals of Statistics 43 (5), 2296-2325, 2015 | 149 | 2015 |
| Variable selection using adaptive nonlinear interaction structures in high dimensions P Radchenko, GM James Journal of the American Statistical Association 105 (492), 1541-1553, 2010 | 141 | 2010 |
| A generalized Dantzig selector with shrinkage tuning GM James, P Radchenko Biometrika 96 (2), 323-337, 2009 | 99 | 2009 |
| Variable inclusion and shrinkage algorithms P Radchenko, GM James Journal of the American Statistical Association 103, 1304-1315, 2008 | 90 | 2008 |
| COVID-19 second wave mortality in Europe and the United States N James, M Menzies, P Radchenko Chaos: An Interdisciplinary Journal of Nonlinear Science 31 (031105), 2020 | 83 | 2020 |
| Subset Selection with Shrinkage: Sparse Linear Modeling when the SNR is low R Mazumder, P Radchenko, A Dedieu Operations Research 71 (1), 129–147, 2023 | 66 | 2023 |
| High Dimensional Single Index Models P Radchenko Journal of Multivariate Analysis 139, 266–282, 2015 | 66 | 2015 |
| Improved variable selection with forward-lasso adaptive shrinkage P Radchenko, GM James The Annals of Applied Statistics 5 (1), 427-448, 2011 | 64 | 2011 |
| Convex clustering via fusion penalization P Radchenko, G Mukherjee Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2017 | 47* | 2017 |
| System and method for creating and scoring a prediction game S Glass, L Lindsell, J Larcher, P Veverka, P Radchenko US Patent App. 12/150,434, 2009 | 44 | 2009 |
| The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization R Mazumder, P Radchenko IEEE Transactions on Information Theory 63 (5), 3053-3075, 2017 | 42 | 2017 |
| Nonlinear least-squares estimation D Pollard, P Radchenko Journal of Multivariate Analysis 97 (2), 548-562, 2006 | 42 | 2006 |
| Mixed-rates asymptotics P Radchenko The Annals of Statistics 36 (1), 287-309, 2008 | 24 | 2008 |
| Sure independence screening for ultrahigh dimensional feature space Discussion P Bickel, P Buehlmann, Q Yao, R Samworth, P Hall, DM Titterington, ... Journal of the Royal Statistical Society. Series B, Statistical Methodology …, 2008 | 23 | 2008 |
| Index Models for Sparsely Sampled Functional Data P Radchenko, X Qiao, GM James Journal of the American Statistical Association 110 (510), 824-836, 2015 | 19 | 2015 |
| Reweighting the lasso P Radchenko 2005 Proceedings of the American Statistical Association, 2005 | 14 | 2005 |
| Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives H Hazimeh, R Mazumder, P Radchenko The Annals of Statistics 51 (1), 1–32, 2023 | 12 | 2023 |
| Too similar to combine? On negative weights in forecast combination P Radchenko, A Vasnev, W Wang International Journal of Forecasting 39 (1), 18-38, 2023 | 9 | 2023 |
| Higher Moment Constraints for Predictive Density Combinations LL Pauwels, P Radchenko, AL Vasnev Available at SSRN 3315025, 2018 | 7 | 2018 |
Gareth JamesDean of Goizueta Business School, EmoryVerified email at emory.edu
