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Bradley Efron explains how to perform thousands of simultaneous estimates and tests, as required by new scientific technology.
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Informazioni sull'autore
Bradley Efron is Max H. Stein Professor of Statistics and Biostatistics at the Stanford University School of Humanities and Sciences, and the Department of Health Research and Policy with the School of Medicine.
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Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction (Institute of Mathematical Statistics Monographs, Series Number 1)
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Cambridge University Press (edition Reprint), 2012
ISBN 10: 110761967X
ISBN 13: 9781107619678
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Paperback. Condizione: Very Good. Reprint. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting. Codice articolo 110761967X-8-1
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Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction (Institute of Mathematical Statistics Monographs, Series Number 1)
Editore:
Cambridge University Press (edition Reprint), 2012
ISBN 10: 110761967X
ISBN 13: 9781107619678
Antico o usato
Paperback
Da: BooksRun, Philadelphia, PA, U.S.A.
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Paperback. Condizione: Very Good. Reprint. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting. Codice articolo 110761967X-11-1
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Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction (Institute of Mathematical Statistics Monographs, Series Number 1)
Editore:
Cambridge University Press, 2012
ISBN 10: 110761967X
ISBN 13: 9781107619678
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Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction (Institute of Mathematical Statistics Monographs, Series Number 1)
Editore:
Cambridge University Press, 2012
ISBN 10: 110761967X
ISBN 13: 9781107619678
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Large-Scale Inference : Empirical Bayes Methods for Estimation, Testing, and Prediction
Editore:
Cambridge University Press, 2012
ISBN 10: 110761967X
ISBN 13: 9781107619678
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Large-Scale Inference (Empirical Bayes Methods for Estimation, Testing, and Prediction)
Editore:
Cambridge University Press, 2012
ISBN 10: 110761967X
ISBN 13: 9781107619678
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Large-Scale Inference : Empirical Bayes Methods for Estimation, Testing, and Prediction
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Cambridge University Press, 2012
ISBN 10: 110761967X
ISBN 13: 9781107619678
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Large-Scale Inference : Empirical Bayes Methods for Estimation, Testing, and Prediction
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Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction (Institute of Mathematical Statistics Monographs, Series Number 1)
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Large-Scale Inference
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Cambridge University Press, GB, 2012
ISBN 10: 110761967X
ISBN 13: 9781107619678
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Paperback. Condizione: New. 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 problems in a way that combines Bayesian and frequentist ideas. Estimation, testing and prediction blend in this framework, producing opportunities for new methodologies of increased power. New difficulties also arise, easily leading to flawed inferences. This book takes a careful look at both the promise and pitfalls of large-scale statistical inference, with particular attention to false discovery rates, the most successful of the new statistical techniques. Emphasis is on the inferential ideas underlying technical developments, illustrated using a large number of real examples. Codice articolo LU-9781107619678
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