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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
San Fransisco, CA :
Morgan Kaufmann Publishers,
©2007.
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| Temas: | |
| Acceso en línea: | Texto completo Texto completo |
MARC
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| 100 | 1 | |a Neapolitan, Richard E. | |
| 245 | 1 | 0 | |a Probabilistic methods for financial and marketing informatics / |c Richard E. Neapolitan, Xia Jiang. |
| 260 | |a San Fransisco, CA : |b Morgan Kaufmann Publishers, |c ©2007. | ||
| 300 | |a 1 online resource (viii, 413 pages) : |b illustrations | ||
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| 520 | |a 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. | ||
| 505 | 0 | |a I: Informatics and Baysesian Networks; Introduction to Informatics; Basics of Probability and Statistics; Algorithms for Bayesian Networks; Decision Trees and Influence Diagrams. II: Business Informatics: Collaborative Filtering; Targeted Advertising; Market Basket Analysis; Venture Capital Decision Making; Measuring Operational Risk; Credit Scoring; Applications to Investment Science. Appendices. | |
| 504 | |a Includes bibliographical references (pages 397-408) and index. | ||
| 588 | 0 | |a Print version record. | |
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
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| 650 | 0 | |a Finance |x Statistical methods. | |
| 650 | 0 | |a Bayesian statistical decision theory |x Data processing. | |
| 650 | 0 | |a Marketing |x Statistical methods. | |
| 650 | 0 | |a Information technology. | |
| 650 | 6 | |a Finances |x Méthodes statistiques. | |
| 650 | 6 | |a Théorie de la décision bayésienne |x Informatique. | |
| 650 | 6 | |a Marketing |x Méthodes statistiques. | |
| 650 | 6 | |a Technologie de l'information. | |
| 650 | 7 | |a information technology. |2 aat | |
| 650 | 7 | |a BUSINESS & ECONOMICS |x Finance. |2 bisacsh | |
| 650 | 7 | |a Bayesian statistical decision theory |x Data processing |2 fast | |
| 650 | 7 | |a Finance |x Statistical methods |2 fast | |
| 650 | 7 | |a Information technology |2 fast | |
| 650 | 7 | |a Marketing |x Statistical methods |2 fast | |
| 700 | 1 | |a Jiang, Xia. | |
| 776 | 0 | 8 | |i Print version: |a Neapolitan, Richard E. |t Probabilistic methods for financial and marketing informatics. |d San Fransisco, CA : Morgan Kaufmann Publishers, ©2007 |z 9780123704771 |z 0123704774 |w (DLC) 2006039447 |w (OCoLC)77333561 |
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