A review of contemporary statistical methods for signal detection, strength estimation, and uncertainty quantification in spontaneous reporting system data mining, with practical guidance on data preprocessing.
Convex optimization, shape constraints, compound decisions, and empirical bayes rules.Journal of the American Statistical Association, 109(506):674–685, 2014
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A Review of Statistical Methods for Spontaneous Reporting System Data Mining: Signal Detection and Beyond
A review of contemporary statistical methods for signal detection, strength estimation, and uncertainty quantification in spontaneous reporting system data mining, with practical guidance on data preprocessing.