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Weighing the Odds
Contributor(s): Williams, David (Author)
ISBN: 052180356X     ISBN-13: 9780521803564
Publisher: Cambridge University Press
OUR PRICE:   $214.70  
Product Type: Hardcover - Other Formats
Published: September 2001
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Annotation: In this lively look at both subjects, David Williams convinces Mathematics students of the intrinsic interest of Statistics and Probability, and Statistics students that the language of Mathematics can bring real insight and clarity to their subject. He helps students build the intuition needed, in a presentation enriched with examples drawn from all manner of applications. Statistics chapters present both the Frequentist and Bayesian approaches, emphasizing Confidence Intervals rather than Hypothesis Test, and include Gibbs-sampling techniques for the practical implementation of Bayesian methods. A central chapter gives the theory of Linear Regression and ANOVA, and explains how MCMC methods allow greater flexibility in modeling. C or WinBUGS code is provided for computational examples and simulations.
Additional Information
BISAC Categories:
- Mathematics | Probability & Statistics - General
Dewey: 519.2
LCCN: 2001025435
Physical Information: 1.2" H x 7" W x 9.9" (2.90 lbs) 566 pages