Beispielbild für diese ISBN
Titel: Large-Scale Inference: Empirical Bayes ...
Verlag: Cambridge University Press
Zustand: very good
Gently used. Expect delivery in 2-3 weeks. Buchnummer des Verkäufers 9780521192491-3
Inhaltsangabe: 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.
Inhaltsangabe: Modern scientific technology (e.g. microarrays, fMRI machines) produces data in vast quantities. Bradley Efron explains the empirical Bayes methods that help make sense of a new statistical world. This is essential reading for professional statisticians and graduate students wishing to use and understand important new techniques like false discovery rates.
Dieser Anbieter akzeptiert die folgenden Zahlungsarten:
AbeBooks Verkäufer seit: 13. Juni 2014
We guarantee the condition of every book as it is described on the Abebooks web sites. If
you are dissatisfied with your purchase (Incorrect Book/Not as Described/Damaged) or if the
order has not arrived, you are eligible for a refund within 30 days of the estimated delivery
date. If you have changed your mind about a book that you have ordered, please use the Ask
bookseller a question link to contact us and we will respond within 2 business days.
Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.
Anbieterinformationen: Nearfine Books is a bookseller specialised in hard-to-find and out-of-print titles. We are based in London and New York.