'What's going to happen next?' Time series data hold the answers, and Bayesian methods represent the cutting edge in learning what they have to say. This ambitious book is the first unified treatment of the emerging knowledge-base in Bayesian time series techniques. Exploiting the unifying framework of probabilistic graphical models, the book covers approximation schemes, both Monte Carlo and deterministic, and introduces switching, multi-object, non-parametric and agent-based models in a variety of application environments ...
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'What's going to happen next?' Time series data hold the answers, and Bayesian methods represent the cutting edge in learning what they have to say. This ambitious book is the first unified treatment of the emerging knowledge-base in Bayesian time series techniques. Exploiting the unifying framework of probabilistic graphical models, the book covers approximation schemes, both Monte Carlo and deterministic, and introduces switching, multi-object, non-parametric and agent-based models in a variety of application environments. It demonstrates that the basic framework supports the rapid creation of models tailored to specific applications and gives insight into the computational complexity of their implementation. The authors span traditional disciplines such as statistics and engineering and the more recently established areas of machine learning and pattern recognition. Readers with a basic understanding of applied probability, but no experience with time series analysis, are guided from fundamental concepts to the state-of-the-art in research and practice.
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Add this copy of Bayesian Time Series Models to cart. $49.00, good condition, Sold by HPB-Red rated 5.0 out of 5 stars, ships from Dallas, TX, UNITED STATES, published 2011 by Cambridge University Press.
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Add this copy of Bayesian Time Series Models to cart. $55.95, very good condition, Sold by Book Alley rated 4.0 out of 5 stars, ships from Pasadena, CA, UNITED STATES, published 2011 by Cambridge University Press.
Add this copy of Bayesian Time Series Models [Hardcover] Barber, David to cart. $99.95, very good condition, Sold by Salish Sea Books rated 5.0 out of 5 stars, ships from Bellingham, WA, UNITED STATES, published 2011 by Cambridge University Press.
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Very Good Minus; Hardcover; Covers are still glossy with a few light scratches; Unblemished textblock edges; The endpapers and all text pages are clean and unmarked; The binding is excellent with a straight spine; This book will be shipped in a sturdy cardboard box with foam padding; Medium-Large Format (Quatro, 9.75"-10.75" tall); White, purple, and orange covers with title in black lettering; 2011, Cambridge University Press; 432 pages; "Bayesian Time Series Models, " by David Barber.
Add this copy of Bayesian Time Series Models to cart. $113.60, like new condition, Sold by GreatBookPrices rated 4.0 out of 5 stars, ships from Columbia, MD, UNITED STATES, published 2011 by Cambridge University Press.
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Fine. Contains: Line drawings, Halftones, Tables, black & white. 135 b/w illus. 25 tables. Intended for professional and scholarly audience. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
Add this copy of Bayesian Time Series Models to cart. $121.37, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2011 by Cambridge University Press.
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New. 432 p. 25 Tables, black and white; 10 Plates, unspecified; 75 Halftones, unspecified; 50 Line drawings, unspecified. Intended for professional and scholarly audience.
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