Uwagi na temat zastosowania metody DEA do ustalania zdolności kredytowej
Estimation of Credit Capacity Using Data Envelopment Analysis
Author(s): Bogusław GuzikSubject(s): Economy
Published by: Główny Urząd Statystyczny
Keywords: DEA; SE-CCR; credit capacity; DEA with permitted benchmarks
Summary/Abstract: The article points out some disadvantages of traditional (based on DEA methodology) procedure of estimating credit capacity which consists in solving CCR and BCC models and estimating a discriminant function where efficiency indicator is a dependent variable and inputs and outputs used in DEA models are independent variables. Since the main problems with this procedure are connected with discriminant function, the author suggests a procedure of credit capacity estimation which uses no discriminant function. The new method is based on DEA methodology, particularly on super-efficiency DEA models (SE-DEA models) with permitted benchmarks. Comparing the credit capacity indicator (here: ranking indicator) with cut-off points enables objects classification.
Journal: Przegląd Statystyczny. Statistical Review
- Issue Year: 56/2009
- Issue No: 2
- Page Range: 3-24
- Page Count: 22
- Language: Polish