Regularization approaches in clinical biostatistics: A review of methods and their applications
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DOI: 10.1177/09622802221133557
Abstract: A range of regularization approaches have been proposed in the data sciences to overcome overfitting, to exploit sparsity or to improve prediction. Using a broad definition of regularization, namely controlling model complexity by adding information… read more here.
Keywords: review methods; regularization; clinical biostatistics; regularization approaches ... See more keywords