Bayesian Nonparametrics Via Neural Networks
Normal Price: $125.00
Your Price: $112.50 AUD, inc. GST
Shipping: $7.95 per order
You Save: $12.50! (10% off normal price)
Plus...earn $5.62 in Boomerang Bucks
Availability: Available to Backorder, No Due Date for Supply, Not for Xmas
Bayesian Nonparametrics Via Neural Networks by Herbert K.H. Lee
Book DescriptionBayesian Nonparametrics via Neural Networks is the first book to focus on neural networks in the context of nonparametric regression and classification, working within the Bayesian paradigm. It discusses neural networks in a statistical context, an approach in contrast to existing books, which tend to treat neural networks as a machine learning algorithm instead of a statistical model. Once this underlying statistical model is recognized, other standard statistical techniques can be applied to improve the model. The Bayesian approach allows better accounting for uncertainty. This book covers uncertainty in model choice and ways to deal with this issue, exploring ideas from statistics and machine learning. An analysis on the choice of prior and new noninformative priors is included, along with a substantial literature review. Written for statisticians using statistical terminology, this book will lead statisticians to an increased understanding of the neural network model and its applicability to real-world problems.
Buy Bayesian Nonparametrics Via Neural Networks book by Herbert K.H. Lee from Australia's Online Bookstore, Boomerang Books.
Book DetailsISBN: 9780898715637
(228mm x 152mm x 7mm)
Imprint: Society for Industrial & Applied Mathematics,U.S.
Publisher: Society for Industrial & Applied Mathematics,U.S.
Publish Date: 1-Jun-2004
Country of Publication: United States
» Have you read this book? We'd like to know what you think about it - write a review about Bayesian Nonparametrics Via Neural Networks book by Herbert K.H. Lee and you'll earn 50c in Boomerang Bucks loyalty dollars (you must be a member - it's free to sign up!)
Bestselling Books: Our Current Bestsellers | Australia's Hottest 1000 Books | Bestselling Fiction | Bestselling Crime Mysteries and Thrillers | Bestselling Non Fiction Books | Bestselling Sport Books | Bestselling Gardening and Handicrafts Books | Bestselling Biographies | Bestselling Food and Drink | Bestselling History | Bestselling Travel Books | Bestselling School Textbooks & Study Guides | Bestselling Children's General Non-Fiction | Bestselling Young Adult Fiction | Bestselling Children's Fiction | Bestselling Picture Books | Top 100 US Bestsellers
Phone: 1300 36 33 32 (9am-2pm Mon-Fri AEST) - International: +61 2 9960 7998 - Online Form
Address: Boomerang Books, 878 Military Road, Mosman Junction, NSW, 2088
© 2003-2016. All Rights Reserved. Eclipse Commerce Pty Ltd - ACN: 122 110 687 - ABN: 49 122 110 687
For every $20 you spend on books, you will receive $1 in Boomerang Bucks loyalty dollars. You can use your Boomerang Bucks as a credit towards a future purchase from Boomerang Books. Note that you must be a Member (free to sign up) and that conditions do apply.