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...

Πλήρης περιγραφή

Κύριος συγγραφέας: Neapolitan, Richard E.
Άλλοι συγγραφείς: Jiang, Xia.
Μορφή: Ηλεκτρονική πηγή
Γλώσσα: English
Στοιχεία έκδοσης: San Fransisco, CA : Morgan Kaufmann Publishers, c2007.
Θέματα:
Διαθέσιμο Online: http://www.sciencedirect.com/science/book/9780123704771
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Περίληψη: 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.
Φυσική περιγραφή: 1 online resource (viii, 413 p.) : ill.
Βιβλιογραφία: Includes bibliographical references (p. 397-408) and index.
ISBN: 9780123704771
0123704774
9780080555676 (electronic bk.)
0080555675 (electronic bk.)