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Principles of Uncertainty
Paperback
Series: Chapman & Hall/CRC Texts in Statistical Science
General ReferenceGeneral MathematicsProbability & Statistics
ISBN13: 9780367539733
Publisher: CRC Press
Published: May 27 2024
Pages: 498
Weight: 1.99
Height: 1.06 Width: 7.00 Depth: 10.00
Language: English
Praise for the first edition:
Principles of Uncertainty
It's a lovely book, one that I hope will be widely adopted as a course textbook.
--Michael Jordan, University of California, Berkeley, USA
Like the prize-winning first edition, Principles of Uncertainty, Second Edition is an accessible, comprehensive text on the theory of Bayesian Statistics written in an appealing, inviting style, and packed with interesting examples. It presents an introduction to the subjective Bayesian approach which has played a pivotal role in game theory, economics, and the recent boom in Markov Chain Monte Carlo methods. This new edition has been updated throughout and features new material on Nonparametric Bayesian Methods, the Dirichlet distribution, a simple proof of the central limit theorem, and new problems.
Key Features:
- First edition won the 2011 DeGroot Prize
- Well-written introduction to theory of Bayesian statistics
- Each of the introductory chapters begins by introducing one new concept or assumption
- Uses just-in-time mathematics--the introduction to mathematical ideas just before they are applied
1 different editions
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