Mathematical Theory of Bayesian Statistics
Author:   Sumio Watanabe
Publisher:   Taylor & Francis Inc
ISBN:  

9781482238068


Pages:   320
Publication Date:   23 April 2018
Format:   Hardback
Availability:   In Print   Availability explained
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Mathematical Theory of Bayesian Statistics


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Full Product Details

Author:   Sumio Watanabe
Publisher:   Taylor & Francis Inc
Imprint:   Chapman & Hall/CRC
Weight:   0.526kg
ISBN:  

9781482238068


ISBN 10:   1482238063
Pages:   320
Publication Date:   23 April 2018
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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Reviews

Information criteria are introduced from the two viewpoints, model selection and hyperparameter optimization. In each viewpoint, the properties of the generalization loss and the free energy or the minus log marginal likelihood are investigated. The book is very nicely written with well-defined concepts and contexts. I recommend to all students and researchers. ~Rozsa Horvath-Bokor, Zentralblatt MATH


Author Information

Sumio Watanabe is a professor in the Department of Computational Intelligence and Systems Science at Tokyo Institute of Technology, Japan.

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