{"product_id":"9780387718231","title":"Information Science and Statistics: Exact Computational Methods for Bayesian Networks","description":"\u003ch1\u003eInformation Science and Statistics: Exact Computational Methods for Bayesian Networks\u003c\/h1\u003e \u003ch2\u003eCowell, Robert G.; Dawid, Philip; Lauritzen, Steffen L.; Spiegelhalter, David J.\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eWINNER OF THE 2001 DEGROOT PRIZE!\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003eProbabilistic expert systems are graphical networks that support the modelling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the authors over a number of years, this book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms, emphasizing those cases in which exact answers are obtainable. It covers both the updating of probabilistic uncertainty in the light of new evidence, and statistical inference, about unknown probabilities or unknown model structure, in the light of new data. The careful attention to detail will make this work an important reference source for all those involved in the theory and applications of probabilistic expert systems.\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003eThis book was awarded the first DeGroot Prize by the International Society for Bayesian Analysis for a book making an important, timely, thorough, and notably original contribution to the statistics literature.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2007-07-16\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9780387718231\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/b97670\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 324\u003c\/p\u003e ","brand":"Springer New York","offers":[{"title":"Default Title","offer_id":45937810899084,"sku":"9780387718231","price":116.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9780387718231.jpg?v=1776437884","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9780387718231","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}