Financial analysis using Bayesian networks | Zendy

Gemela Jozef | Zendy

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Financial analysis using Bayesian networks

Author(s) -

Gemela Jozef

Publication year - 2001

Publication title -

applied stochastic models in business and industry

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.413

H-Index - 40

eISSN - 1526-4025

pISSN - 1524-1904

DOI - 10.1002/asmb.422

Subject(s) - bayesian network , probabilistic logic , bayesian probability , financial sector , czech , financial analysis , financial services , finance , variable order bayesian network , computer science , financial modeling , economics , bayesian inference , artificial intelligence , linguistics , philosophy

This paper illustrates opportunities of using probabilistic Bayesian networks in fundamental financial analysis. In it, we will present an application based on construction of a Bayesian network from a database of financial reports collected for the years 1993–1997. We will focus on one sector of the Czech economy — engineering — presenting examples that use the constructed Bayesian network in the sector financial analysis and financial analysis of individual enterprises. Copyright © 2001 John Wiley & Sons, Ltd.

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