Variable Selection Using Adaptive Nonlinear Interaction Structures in High Dimensions von Radchenko, Peter, James, Gareth M.

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High dimensional single index models von Radchenko, Peter

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Convex clustering via l1 fusion penalization von Radchenko, Peter, Mukherjee, Gourab

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COVID-19 second wave mortality in Europe and the United States von James, Nick, Menzies, Max, Radchenko, Peter

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The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization von Mazumder, Rahul, Radchenko, Peter

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Grouped variable selection with discrete optimization: Computational and statistical perspectives von Hazimeh, Hussein, Mazumder, Rahul, Radchenko, Peter

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Subset Selection with Shrinkage: Sparse Linear Modeling When the SNR Is Low von Mazumder, Rahul, Radchenko, Peter, Dedieu, Antoine

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Convex Clustering via l  1 Fusion Penalization von Radchenko, Peter, Mukherjee, Gourab

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Convex clustering via /₁ fusion penalization von Radchenko, Peter, Mukherjee, Gourab

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FUNCTIONAL ADDITIVE REGRESSION von Fan, Yingying, James, Gareth M., Radchenko, Peter

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Too similar to combine? On negative weights in forecast combination von Radchenko, Peter, Vasnev, Andrey L., Wang, Wendun

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Irrational Exuberance: Correcting Bias in Probability Estimates von James, Gareth M., Radchenko, Peter, Rava, Bradley

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Mixed-Rates Asymptotics von Radchenko, Peter

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Feature screening in large scale cluster analysis von Banerjee, Trambak, Mukherjee, Gourab, Radchenko, Peter

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Index Models for Sparsely Sampled Functional Data von Radchenko, Peter, Qiao, Xinghao, James, Gareth M.

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DASSO: connections between the Dantzig selector and lasso von James, Gareth M., Radchenko, Peter, Lv, Jinchi

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Variable Inclusion and Shrinkage Algorithms von Radchenko, Peter, James, Gareth M

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A generalized Dantzig selector with shrinkage tuning von James, Gareth M., Radchenko, Peter

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IMPROVED VARIABLE SELECTION WITH FORWARD-LASSO ADAPTIVE SHRINKAGE von Radchenko, Peter, James, Gareth M.

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Ask for More Than Bayes Optimal: A Theory of Indecisions for Classification von Ndaoud, Mohamed, Radchenko, Peter, Rava, Bradley

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