Probabilistic methods for financial and marketing informatics /

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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
Call Number:Libro Electrónico
Main Author: Neapolitan, Richard E.
Other Authors: Jiang, Xia
Format: Electronic eBook
Language:Inglés
Published: San Fransisco, CA : Morgan Kaufmann Publishers, ©2007.
Subjects:
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
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of 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.

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