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...
| Main Author: | |
|---|---|
| Corporate Author: | |
| Other Authors: | |
| Format: | eBook |
| Language: | English |
| Published: |
San Fransisco, CA :
Morgan Kaufmann Publishers,
[2007]
|
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book Table of contents only Publisher description |
MARC
| Tag | First Indicator | Second Indicator | Subfields |
|---|---|---|---|
| LEADER | 00000cam a2200000Ia 4500 | ||
| 001 | in00002425252 | ||
| 005 | 20190327171530.0 | ||
| 006 | m d | ||
| 007 | cr cn||||||||| | ||
| 008 | 070802s2007 caua sb 001 0 eng d | ||
| 020 | |a 9780123704771 | ||
| 020 | |a 0123704774 | ||
| 035 | |a (OCoLC)ocn162131326 | ||
| 035 | |a (OCoLC)162131326 | ||
| 037 | |a 130453:130557 |b Elsevier Science & Technology |n http://www.sciencedirect.com | ||
| 040 | |a OPELS |c OPELS |d UtOrBLW | ||
| 049 | |a TEFA | ||
| 050 | 1 | 4 | |a HG176.5 |b .N46 2007eb |
| 082 | 0 | 4 | |a 332.01/519542 |2 22 |
| 100 | 1 | |a Neapolitan, Richard E. | |
| 245 | 1 | 0 | |a Probabilistic methods for financial and marketing informatics / |c Richard E. Neapolitan, Xia Jiang. |
| 264 | 1 | |a San Fransisco, CA : |b Morgan Kaufmann Publishers, |c [2007] | |
| 264 | 4 | |c ©2007 | |
| 300 | |a viii, 413 pages : |b illustrations ; |c 24 cm. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 533 | |a Electronic reproduction. |b Amsterdam : |c Elsevier Science & Technology, |d 2007. |n Mode of access: World Wide Web. |n System requirements: Web browser. |n Title from title screen (viewed on July 25, 2007). |n Access may be restricted to users at subscribing institutions. | ||
| 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. | ||
| 500 | |a Electronic resource. | ||
| 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. | |
| 655 | 7 | |a Electronic books. |2 local | |
| 700 | 1 | |a Jiang, Xia. | |
| 730 | 0 | |a Referex. | |
| 776 | 1 | |c Original |z 9780123704771 |z 0123704774 |w (DLC) 2006039447 |w (OCoLC)77333561 | |
| 710 | 2 | |a ScienceDirect (Online service) | |
| 856 | 4 | 0 | |u http://proxy.library.tamu.edu/login?url=http://www.sciencedirect.com/science/book/9780123704771 |z Connect to the full text of this electronic book |t 0 |
| 856 | 4 | 2 | |3 Table of contents only |u http://www.loc.gov/catdir/toc/ecip077/2006039447.html |t 0 |
| 856 | 4 | 2 | |3 Publisher description |u http://www.loc.gov/catdir/enhancements/fy0707/2006039447-d.html |t 0 |
| 994 | |a C0 |b TEF | ||
| 999 | |a MARS | ||
| 999 | f | f | |s fc3e9dc9-90f9-373a-9181-9e388f289b9d |i 33d95eb5-9f0a-3152-99e0-17ffe191d1c3 |t 0 |
| 952 | f | f | |a Texas A&M University |b College Station |c Electronic Resources |d Available Online |t 0 |e HG176.5 .N46 2007eb |h Library of Congress classification |
| 998 | f | f | |a HG176.5 .N46 2007eb |t 0 |l Available Online |