Operation Performance of Banks in Taiwan-Data Envelopment Analysis and Neural-Network Model
| Autor: | Fu-Hsiang Kuo, 郭福祥 |
|---|---|
| Rok vydání: | 2011 |
| Druh dokumentu: | 學位論文 ; thesis |
| Popis: | 99 This research aims to examine Taiwan banking industry performance analysis, study for 2005 Years to 2008 Years in Taiwan 21 Home manufacturers for samples through the data envelopment analysis method (data envelopment analysis,DEA) And integration DEA And neural network models ( artificial neural networks,ANNs ）。 Precedent without considering their weights and factors such as environment variables,using DEA model for performance analysis. Then using datagram collaterals and integration of data by envelope method and neural network model into evaluating Taiwan banking industry efficiency comparison, would like to take this discussion affect technical efficiency, pure technical efficiency of the operational efficiency and scale of efficiency difference. Based on the empirical results found using DEA model Average efficiency of the mode value is high, and the DEA Mode through the integration of neural network method of average efficiency values are low, does increase efficiency result of difference, to show real efficiency of the Taiwan banking industry. Basically, the analysis of the information, generally on Taiwan banking vendors in future operating efficiency enhancement of policy formulation and the reference of Government policy formulation. |
| Databáze: | Networked Digital Library of Theses & Dissertations |
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