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Fast Estimation of L1-Regularized Linear Models in the Mass-Univariate Setting

In certain modeling approaches, activation analyses of task-based fMRI data can involve a relatively large number of predictors. For example, in the encoding model approach, complex stimuli are represented in a high-dimensional feature space, resulting in design matrices with many predictors. Simila...

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Detalles Bibliográficos
Autores principales: Mohr, Holger, Ruge, Hannes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8233242/
https://www.ncbi.nlm.nih.gov/pubmed/32935193
http://dx.doi.org/10.1007/s12021-020-09489-1