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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...

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Bibliographic Details
Main Author: Neapolitan, Richard E.
Other Authors: Jiang, Xia
Format: eBook
Language:English
Published: San Fransisco, CA Morgan Kaufmann Publishers 2007
Subjects:
Bayesian Statistical Decision Theory / Data Processing
Information Technology / Fast
Finance / Statistical Methods
Marketing / Statistical Methods / Fast
Business & Economics / Finance / Bisacsh
Marketing / Statistical Methods
Finances / Méthodes Statistiques
Technologie De L'information
Information Technology / Http://id.loc.gov/authorities/subjects/sh87002293
Information Technology / Aat
Bayesian Statistical Decision Theory / Data Processing / Fast
Marketing / Méthodes Statistiques
Finance / Statistical Methods / Fast
Théorie De La Décision Bayésienne / Informatique
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Table of Contents:
  • Includes bibliographical references (pages 397-408) and index
  • 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

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