Bankruptcy prediction with Bayesian networks Cover Image

Wykorzystanie sieci bayesowskich do prognozowania bankructwa firm
Bankruptcy prediction with Bayesian networks

Author(s): Damian Gąska
Subject(s): Economy, Business Economy / Management
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: bankruptcy prediction; Bayesian network; structure learning

Summary/Abstract: The aim of the paper is to compare accuracy of some bankruptcy prediction models based on Bayesian networks. Some network structure learning algorithms were analyzed as a tool for classifiers construction. Empirical analysis was applied to companies listed on Warsaw Stock Exchange. The paper gives short overview of theoretical background behind discussed issues and presents results of empirical analysis.

  • Issue Year: 20/2016
  • Issue No: 14
  • Page Range: 131-144
  • Page Count: 14
  • Language: Polish