Weighing the Odds : A Course in Probability and Statistics download ebook
Weighing the Odds : A Course in Probability and Statistics download ebook
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Author: David Williams
Number of Pages: 568 pages
Published Date: 01 Mar 2010
Publisher: CAMBRIDGE UNIVERSITY PRESS
Publication Country: Cambridge, United Kingdom
Language: English
Type: eBook
ISBN: 9780521006187
File Name: Weighing.the.Odds.A.Course.in.Probability.and.Statistics.pdf
Download Link: Weighing the Odds A Course in Probability and Statistics
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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. He helps students build the intuition needed, in a presentation enriched with examples drawn from all manner of applications, e.g., genetics, filtering, the Black-Scholes option-pricing formula, quantum probability and computing, and classical and modern statistical models. Statistics chapters present both the Frequentist and Bayesian approaches, emphasising 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 modelling. C or WinBUGS code is provided for computational examples and simulations. Many exercises are included; hints or solutions are often provided.
Read online Weighing the Odds : A Course in Probability and Statistics Buy and read online Weighing the Odds : A Course in Probability and Statistics Download Weighing the Odds : A Course in Probability and Statistics for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook Weighing the Odds : A Course in Probability and Statistics
Weighing the Odds : A Course in Probability and Statistics by David Williams
Author: David Williams
Number of Pages: 568 pages
Published Date: 01 Mar 2010
Publisher: CAMBRIDGE UNIVERSITY PRESS
Publication Country: Cambridge, United Kingdom
Language: English
Type: eBook
ISBN: 9780521006187
File Name: Weighing.the.Odds.A.Course.in.Probability.and.Statistics.pdf
Download Link: Weighing the Odds A Course in Probability and Statistics
---------------------------------------------------------------
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. He helps students build the intuition needed, in a presentation enriched with examples drawn from all manner of applications, e.g., genetics, filtering, the Black-Scholes option-pricing formula, quantum probability and computing, and classical and modern statistical models. Statistics chapters present both the Frequentist and Bayesian approaches, emphasising 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 modelling. C or WinBUGS code is provided for computational examples and simulations. Many exercises are included; hints or solutions are often provided.
Read online Weighing the Odds : A Course in Probability and Statistics Buy and read online Weighing the Odds : A Course in Probability and Statistics Download Weighing the Odds : A Course in Probability and Statistics for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook Weighing the Odds : A Course in Probability and Statistics