Probabilistic methods for financial and marketing informatics /
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 pr...
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| Format: | eBook |
| Language: | English |
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San Fransisco, CA :
Morgan Kaufmann Publishers,
©2007.
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| Online Access: | Connect to the full text of this electronic book |
| Summary: | 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. |
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| Physical Description: | 1 online resource (viii, 413 pages) : illustrations |
| Bibliography: | Includes bibliographical references (pages 397-408) and index. |
| ISBN: | 9780123704771 0123704774 9780080555676 0080555675 |