Class-imbalanced subsampling lasso algorithm for discovering adverse drug reactions.

Background All methods routinely used to generate safety signals from pharmacovigilance databases rely on disproportionality analyses of counts aggregating patients' spontaneous reports. Recently, it was proposed to analyze individual spontaneous reports directly using Bayesian lasso logistic regres...

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Bibliographic Details
Published in:Statistical Methods in Medical Research Vol. 27; no. 3; pp. 785 - 798
Main Authors: Ahmed, Ismaïl, Pariente, Antoine, Tubert-Bitter, Pascale
Format: research Journal Article
Published: Sage Publications Inc. Mar2018
Online Access:View this record in EBSCOhost