Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction
(Part of the Institute of Mathematical Statistics Monographs Series)
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Book Overview
We live in a new age for statistical inference, where modern scientific technology such as microarrays and fMRI machines routinely produce thousands and sometimes millions of parallel data sets, each with its own estimation or testing problem. Doing thousands of problems at once is more than repeated application of classical methods. Taking an empirical Bayes approach, Bradley Efron, inventor of the bootstrap, shows how information accrues across...
Format:Paperback
Language:English
ISBN:110761967X
ISBN13:9781107619678
Release Date:January 2013
Publisher:Cambridge University Press
Length:276 Pages
Weight:0.97 lbs.
Dimensions:0.6" x 5.9" x 8.8"
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