A Gamma-smoothed NPMLE for Poisson empirical Bayes achieves optimal nearly parametric rates for posterior means and enables asymptotically exact, shorter marginal coverage confidence sets under compact support.
Empirical Bayes deconvolution estimates.Biometrika, 103(1):1–20, 2016
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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.
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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.