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High-dimensional longitudinal classification with the multinomial fused lasso

We study regularized estimation in high-dimensional longitudinal classification problems, using the lasso and fused lasso regularizers. The constructed coefficient estimates are piecewise constant across the time dimension in the longitudinal problem, with adaptively selected change points (break po...

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Dades bibliogràfiques
Publicat a:Stat Med
Autors principals: Adhikari, Samrachana, Lecci, Fabrizio, Becker, James T., Junker, Brian W., Kuller, Lewis H., Lopez, Oscar L., Tibshirani, Ryan J.
Format: Artigo
Idioma:Inglês
Publicat: 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6599683/
https://ncbi.nlm.nih.gov/pubmed/30701586
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.8100
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