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...
| 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 |
| Ετικέτες: |
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| 100 | 1 | |a Neapolitan, Richard E. | |
| 245 | 1 | 0 | |a Probabilistic methods for financial and marketing informatics |h [electronic resource] / |c Richard E. Neapolitan, Xia Jiang. |
| 260 | |a San Fransisco, CA : |b Morgan Kaufmann Publishers, |c c2007. | ||
| 300 | |a 1 online resource (viii, 413 p.) : |b ill. | ||
| 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 (p. 397-408) and index. | ||
| 650 | 4 | |a Finance |x Statistical methods. | |
| 650 | 4 | |a Bayesian statistical decision theory |x Data processing. | |
| 650 | 4 | |a Marketing |x Statistical methods. | |
| 650 | 4 | |a Information technology. | |
| 655 | 4 | |a Electronic books. | |
| 700 | 1 | |a Jiang, Xia. | |
| 852 | |a INST |b UNIPILB |c EBOOKS |e 20100625 |p 00b40757 |q 00b40757 |t ONLINE |y 0 | ||
| 856 | 4 | 0 | |3 ScienceDirect |u http://www.sciencedirect.com/science/book/9780123704771 |
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