Probabilistic Methods for Financial and Marketing Informatics

ISBN: 9780123704771 出版年：2010 页码：427 Neapolitan, Richard E Jiang, Xia Morgan Kaufmann_RM

Bayesian Networks are a form of probabilistic graphical models and they are used for modeling knowledge in many application areas, from medicine to image processing. They are particularly useful for business applications, ans * Unique coverage of probabilistic reasoning topics applied to business problems, including marketing, banking, operations management, and finance. * Shares insights about when and why probabilistic methods can and cannot be used effectively; * Complete review of Bayesian networks and probabilistic methods for those IT professionals new to informatics.