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Weighing the Odds: A Course in Probability and Statistics - Hardcover

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9780521803564: Weighing the Odds: A Course in Probability and Statistics

Synopsis

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.

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Book Description

Statistics do not lie, nor is probability paradoxical. You just have to have the right intuition. 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. The presentation is enriched with examples drawn from all manner of applications. Statistics chapters present both the Frequentist and Bayesian approaches, emphasizing Confidence Intervals rather than Hypothesis Tests. C or WinBUGS code is provided for computational examples and simulations. Many exercises are included; hints or solutions are often provided.

Review

"This book presents most of the topics usually found in a full-year sequence on probability and mathematical statistics." The American Statistician

"This well-written, interesting, and very useful book provides a lively look and interactions between mathematics, statistics, and probability...An excellent book. Highly recommended." CHOICE

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  • PublisherCambridge University Press
  • Publication date2001
  • ISBN 10 052180356X
  • ISBN 13 9780521803564
  • BindingHardcover
  • LanguageEnglish
  • Edition number1
  • Number of pages566
  • Rating
    • 4.67 out of 5 stars
      12 ratings by Goodreads

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