Probabilistic Methods for Financial and Marketing Informatics.

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. This book provides a coverage of probabilistic reasoning topics applied to business problems, including marketing, banking, operations...

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Bibliographic Details
Main Author: Neapolitan, Richard E.
Other Authors: Jiang, Xia
Format: eBook
Language:English
Published: Burlington : Elsevier, 2007.
Subjects:
Finance > Statistical methods.
Bayesian statistical decision theory > Data processing.
Marketing > Statistical methods.
Information technology.
Electronic data processing.
information technology.
Electronic data processing
Bayesian statistical decision theory > Data processing
Finance > Statistical methods
Information technology
Marketing > Statistical methods
Online Access:Click for online access
Table of Contents:
  • Front Cover; Probabilistic Methods for Financial and Marketing Informatics; Copyright Page; Preface; Contents; Part I: Bayesian Networks and Decision Analysis; Chapter 1. Probabilistic Informatics; Chapter 2. Probability and Statistics; Chapter 3. Bayesian Networks; Chapter 4. Learning Bayesian Networks; Chapter 5. Decision Analysis Fundamentals; Chapter 6. Further Techniques in Decision Analysis; Part II: Financial Applications; Chapter 7. Investment Science; Chapter 8. Modeling Real Options; Chapter 9. Venture Capital Decision Making; Chapter 10. Bankruptcy Prediction.

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