Bayesian Statistics: An Introduction (Paperback)
  • Bayesian Statistics: An Introduction (Paperback)
zoom

Bayesian Statistics: An Introduction (Paperback)

(author)
£44.95
Paperback 496 Pages
Published: 03/08/2012
  • In stock
  • Free UK delivery

Usually dispatched within 2-3 working days

  • This item has been added to your basket

Bayesian Statistics is the school of thought that combines prior beliefs with the likelihood of a hypothesis to arrive at posterior beliefs. The first edition of Peter Lee’s book appeared in 1989, but the subject has moved ever onwards, with increasing emphasis on Monte Carlo based techniques.

This new fourth edition looks at recent techniques such as variational methods, Bayesian importance sampling, approximate Bayesian computation and Reversible Jump Markov Chain Monte Carlo (RJMCMC), providing a concise account of the way in which the Bayesian approach to statistics develops as well as how it contrasts with the conventional approach. The theory is built up step by step, and important notions such as sufficiency are brought out of a discussion of the salient features of specific examples.

This edition:

  • Includes expanded coverage of Gibbs sampling, including more numerical examples and treatments of OpenBUGS, R2WinBUGS and R2OpenBUGS.
  • Presents significant new material on recent techniques such as Bayesian importance sampling, variational Bayes, Approximate Bayesian Computation (ABC) and Reversible Jump Markov Chain Monte Carlo (RJMCMC).
  • Provides extensive examples throughout the book to complement the theory presented.
  • Accompanied by a supporting website featuring new material and solutions.

More and more students are realizing that they need to learn Bayesian statistics to meet their academic and professional goals. This book is best suited for use as a main text in courses on Bayesian statistics for third and fourth year undergraduates and postgraduate students.

Publisher: John Wiley & Sons Inc
ISBN: 9781118332573
Number of pages: 496
Weight: 621 g
Dimensions: 230 x 154 x 23 mm


MEDIA REVIEWS

“As a lifelong non-statistician and sporadic “user” of statistics, I have not come across another advanced statistics book (as I would characterize this one) that offers so much to the non-expert and, I’ll bet, to the expert as well. The book has my highest recommendation.”  (Computing Reviews, 7 January 2013)

You may also be interested in...

Naked Statistics
Added to basket
£13.99
Paperback
How to Use Statistics
Added to basket
Cartoon Guide to Statistics
Added to basket
Probability: A Very Short Introduction
Added to basket
The Norm Chronicles
Added to basket
The Elements of Statistical Learning
Added to basket
Bayesian Data Analysis
Added to basket
The Signal and the Noise
Added to basket
Statistics Explained
Added to basket
Risk
Added to basket
£14.99
Paperback
Statistics Done Wrong
Added to basket
Statistics
Added to basket
£32.95
Paperback
Probability
Added to basket
£35.99
Paperback
Psychology Statistics For Dummies
Added to basket

Please sign in to write a review

Your review has been submitted successfully.

env: aptum
branch: