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Sparse classification with paired covariates |
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| Authors: | Rauschenberger Armin Ciocănea-Teodorescu Iuliana Jonker Marianne A. Menezes Renée X. van de Wiel Mark A. |
| Affiliation: | 1.Department of Epidemiology and Biostatistics, Amsterdam UMC, VU University Amsterdam, Amsterdam, The Netherlands ;2.Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg ;3.Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands ;4.MRC Biostatistics Unit, University of Cambridge, Cambridge, UK ; |
| Abstract: | Advances in Data Analysis and Classification - This paper introduces the paired lasso: a generalisation of the lasso for paired covariate settings. Our aim is to predict a single response from two... |
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