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...
Gespeichert in:
| 1. Verfasser: | |
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| Weitere Verfasser: | |
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
San Fransisco, CA :
Morgan Kaufmann Publishers,
©2007.
|
| Schlagworte: | |
| Online-Zugang: | Volltext Volltext |
| Zusammenfassung: | 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. |
| Beschreibung: | 1 online resource (viii, 413 pages) : illustrations |
| Bibliographie: | Includes bibliographical references (pages 397-408) and index. |
| ISBN: | 9780123704771 0123704774 9780080555676 0080555675 |
Internformat
MARC
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| 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. | |
| 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. |0 http://id.loc.gov/authorities/subjects/sh87002293 | |
| 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 | |
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| 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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Datensatz im Suchindex
| DE-BY-FWS_katkey | ZDB-4-EBA-ocn162131326 |
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| _version_ | 1816881650835914752 |
| adam_text | |
| any_adam_object | |
| author | Neapolitan, Richard E. |
| author2 | Jiang, Xia |
| author2_role | |
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| author_facet | Neapolitan, Richard E. Jiang, Xia |
| author_role | |
| author_sort | Neapolitan, Richard E. |
| author_variant | r e n re ren |
| building | Verbundindex |
| bvnumber | localFWS |
| callnumber-first | H - Social Science |
| callnumber-label | HG176 |
| callnumber-raw | HG176.5 .N46 2007eb |
| callnumber-search | HG176.5 .N46 2007eb |
| callnumber-sort | HG 3176.5 N46 42007EB |
| callnumber-subject | HG - Finance |
| collection | ZDB-4-EBA |
| contents | 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. |
| ctrlnum | (OCoLC)162131326 |
| dewey-full | 332.01/519542 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 332 - Financial economics |
| dewey-raw | 332.01/519542 |
| dewey-search | 332.01/519542 |
| dewey-sort | 3332.01 6519542 |
| dewey-tens | 330 - Economics |
| discipline | Wirtschaftswissenschaften |
| format | Electronic eBook |
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| genre | dissertations. aat Academic theses fast Academic theses. lcgft http://id.loc.gov/authorities/genreForms/gf2014026039 Thèses et écrits académiques. rvmgf |
| genre_facet | dissertations. Academic theses Academic theses. Thèses et écrits académiques. |
| id | ZDB-4-EBA-ocn162131326 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:16:06Z |
| institution | BVB |
| isbn | 9780123704771 0123704774 9780080555676 0080555675 |
| language | English |
| oclc_num | 162131326 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (viii, 413 pages) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2007 |
| publishDateSearch | 2007 |
| publishDateSort | 2007 |
| publisher | Morgan Kaufmann Publishers, |
| record_format | marc |
| spelling | Neapolitan, Richard E. Probabilistic methods for financial and marketing informatics / Richard E. Neapolitan, Xia Jiang. San Fransisco, CA : Morgan Kaufmann Publishers, ©2007. 1 online resource (viii, 413 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier polychrome. rdacc http://rdaregistry.info/termList/RDAColourContent/1003 text file rdaft http://rdaregistry.info/termList/fileType/1002 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. 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. Includes bibliographical references (pages 397-408) and index. Print version record. Finance Statistical methods. Bayesian statistical decision theory Data processing. Marketing Statistical methods. Information technology. http://id.loc.gov/authorities/subjects/sh87002293 Finances Méthodes statistiques. Théorie de la décision bayésienne Informatique. Marketing Méthodes statistiques. Technologie de l'information. information technology. aat BUSINESS & ECONOMICS Finance. bisacsh Bayesian statistical decision theory Data processing fast Finance Statistical methods fast Information technology fast Marketing Statistical methods fast dissertations. aat Academic theses fast Academic theses. lcgft http://id.loc.gov/authorities/genreForms/gf2014026039 Thèses et écrits académiques. rvmgf Jiang, Xia. has work: Probabilistic methods for financial and marketing informatics (Text) https://id.oclc.org/worldcat/entity/E39PCG8DtHgHDfdjqqhGFV3Fw3 https://id.oclc.org/worldcat/ontology/hasWork Print version: Neapolitan, Richard E. Probabilistic methods for financial and marketing informatics. San Fransisco, CA : Morgan Kaufmann Publishers, ©2007 9780123704771 0123704774 (DLC) 2006039447 (OCoLC)77333561 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=230862 Volltext FWS01 ZDB-4-EBA FWS_PDA_EBA https://www.sciencedirect.com/science/book/9780123704771 Volltext |
| spellingShingle | Neapolitan, Richard E. Probabilistic methods for financial and marketing informatics / 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. Finance Statistical methods. Bayesian statistical decision theory Data processing. Marketing Statistical methods. Information technology. http://id.loc.gov/authorities/subjects/sh87002293 Finances Méthodes statistiques. Théorie de la décision bayésienne Informatique. Marketing Méthodes statistiques. Technologie de l'information. information technology. aat BUSINESS & ECONOMICS Finance. bisacsh Bayesian statistical decision theory Data processing fast Finance Statistical methods fast Information technology fast Marketing Statistical methods fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh87002293 http://id.loc.gov/authorities/genreForms/gf2014026039 |
| title | Probabilistic methods for financial and marketing informatics / |
| title_auth | Probabilistic methods for financial and marketing informatics / |
| title_exact_search | Probabilistic methods for financial and marketing informatics / |
| title_full | Probabilistic methods for financial and marketing informatics / Richard E. Neapolitan, Xia Jiang. |
| title_fullStr | Probabilistic methods for financial and marketing informatics / Richard E. Neapolitan, Xia Jiang. |
| title_full_unstemmed | Probabilistic methods for financial and marketing informatics / Richard E. Neapolitan, Xia Jiang. |
| title_short | Probabilistic methods for financial and marketing informatics / |
| title_sort | probabilistic methods for financial and marketing informatics |
| topic | Finance Statistical methods. Bayesian statistical decision theory Data processing. Marketing Statistical methods. Information technology. http://id.loc.gov/authorities/subjects/sh87002293 Finances Méthodes statistiques. Théorie de la décision bayésienne Informatique. Marketing Méthodes statistiques. Technologie de l'information. information technology. aat BUSINESS & ECONOMICS Finance. bisacsh Bayesian statistical decision theory Data processing fast Finance Statistical methods fast Information technology fast Marketing Statistical methods fast |
| topic_facet | Finance Statistical methods. Bayesian statistical decision theory Data processing. Marketing Statistical methods. Information technology. Finances Méthodes statistiques. Théorie de la décision bayésienne Informatique. Marketing Méthodes statistiques. Technologie de l'information. information technology. BUSINESS & ECONOMICS Finance. Bayesian statistical decision theory Data processing Finance Statistical methods Information technology Marketing Statistical methods dissertations. Academic theses Academic theses. Thèses et écrits académiques. |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=230862 https://www.sciencedirect.com/science/book/9780123704771 |
| work_keys_str_mv | AT neapolitanricharde probabilisticmethodsforfinancialandmarketinginformatics AT jiangxia probabilisticmethodsforfinancialandmarketinginformatics |