Methodological comparison between DEA (data envelopment analysis) and DEA-DA (discriminant analysis) from the perspective of bankruptcy assessment
From MaRDI portal
Publication:1042177
DOI10.1016/j.ejor.2008.11.030zbMath1176.90385OpenAlexW2059664414MaRDI QIDQ1042177
Publication date: 7 December 2009
Published in: European Journal of Operational Research (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.ejor.2008.11.030
Related Items (10)
Data envelopment analysis may obfuscate corporate financial data: using support vector machine and data envelopment analysis to predict corporate failure for nonmanufacturing firms ⋮ A novel approach to cutting decision trees ⋮ Forecasting financial failure using a Kohonen map: a comparative study to improve model stability over time ⋮ A Broad Case-Based Distance Approach for Screening with Different Target Points ⋮ A hybrid approach using two-level DEA for financial failure prediction and integrated SE-DEA and GCA for indicators selection ⋮ A combined use of DEA (data envelopment analysis) with strong complementary slackness condition and DEA-DA (discriminant analysis) ⋮ Forecasting corporate failure using ensemble of self-organizing neural networks ⋮ Bankruptcy prediction using terminal failure processes ⋮ DEA-DA for bankruptcy-based performance assessment: misclassification analysis of Japanese construction industry ⋮ Selective measures in data envelopment analysis
Cites Work
- Measuring the efficiency of decision making units
- Bankruptcy prediction in banks and firms via statistical and intelligent techniques -- a review
- DEA as a tool for bankruptcy assessment: A comparative study with logistic regression technique
- Contributions of Professor William W. Cooper in operations research and management science
- An occurrence of multiple projections in DEA-based measurement of technical efficiency: theoretical comparison among DEA models from desirable properties
- DEA-discriminant analysis in the view of goal programming
- Mixed integer programming approach of extended DEA--discriminant analysis.
- Bankruptcy prediction using a data envelopment analysis.
- DEA and the discriminant analysis of ratios for ranking units
- Can R\&D expenditure avoid corporate bankruptcy? Comparison between Japanese machinery and electric equipment industries using DEA-discriminant analysis
- Financial distress prediction by a radial basis function network with logit analysis learning
- DEA-discriminant analysis: methodological comparison among eight discriminant analysis approaches
- Efficiency measurement and strategic classification of Japanese banking institutions
- FINANCIAL RATIO ANALYSIS OF THE ELECTRIC POWER INDUSTRY
- On a Test of Whether one of Two Random Variables is Stochastically Larger than the Other
- Extended DEA-discriminant analysis
- Pitfalls and protocols in DEA
This page was built for publication: Methodological comparison between DEA (data envelopment analysis) and DEA-DA (discriminant analysis) from the perspective of bankruptcy assessment