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題名:銀行授信客戶之信用評等與模式比較
書刊名:輔仁管理評論
作者:陳錦村 引用關係
作者(外文):Chen, Jing-tsuen
出版日期:1997
卷期:4:1
頁次:頁145-171
主題關鍵詞:層級分析法區別分析logit方法授信客戶與信用評等PowerDecision making processBusiness patterns
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(8) 博士論文(3) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:8
  • 共同引用共同引用:570
  • 點閱點閱:29
     本文旨在利用層級分析法(簡稱AHP)、區別分析與logit模式,探討銀行授信客戶 的信用評等。 實證結果發現,就 AHP 方法而言、正常授信案件在四種實驗組別之平均區別 能力達 82%,但違約案件的平均區別能力則僅達 70%;從區別分析法觀之,區別模式對正常 客戶的平均區別能力為 85%,對違約客戶的平均區別能力略低,僅達 75%; 由 logit 模式 得知,該模式對正常客戶的平均區別能力為 91%,對違約客戶的平均區別能力為 85%。故整 體而言,logit 模式優於區別分析,而區別模式又優於 AHP 方法。
     By use of AHP, discriminant analysis and logit model, this study emphasizes on credit rating of bank loan client. Based on the empirical evidences in AHP approach, the paper found that the mean correcting rate for regular customers is 82%, higher than that of the default customers, in which the correcting rate is about 70%. In view of discriminant analysis, the mean correcting rate for regular clients is 85%, above on 75% of the correcting rate for the default clients. From the empirical test for logit model, the mean correcting rate of regular and default clients are 91% and 85%. On the whole, the research found that the logit model is better than discriminant analysis, and the discriminant approach is superior to AHP method.
期刊論文
1.Jeffrey, C.(1992)。The Relationship of Judgment, Personal Involvement, and Experience in the Audit of Bank Loans。The Accounting Review,67(4),802-819。  new window
2.Lane, W. R.、Looney, S. W.、Wansley, J. W.(1986)。An Application of the Cox Proportional Hazards Model to Bank Failure。Journal of Banking & Finance,10(4),511-531。  new window
3.Javalgi, R. G.、Armacost, R. L.、Hosseini, J. C.(1989)。Using the analytic hierarchy process for bank management: analysis of consumer bank selection decision。Journal of Business Research,19,33-49。  new window
4.Harker, P. T.、Vargas, L. G.(1987)。The theory of ratio scale estimation: Saaty's Analytic Hierarchy Process。Management Science,33,1383-1403。  new window
5.Kolar, James、Mcinish, Thomas H.、Saniga, Erwin M.(1989)。A Note on the Distribution Types of Financial Ratios in the Commercial Banking in the Commercial Banking Industry。Journal of Banking and Finance,13,463-471。  new window
6.陳錦村、許通安、林蔓蓁(19960700)。銀行授信客戶違約風險之預測。管理科學學報,13(2),173-195。  延伸查詢new window
7.Booth, James R.(1992)。Contract Costs, Bank Loans, and the Cross-Monitoring Hypothesis。Journal of Financial Economics,31(1),25-41。  new window
8.Best, R.、Zhang, H.(1993)。Alternative information sources and the information content of bank loans。Journal of Finance,48,1507-1522。  new window
9.Khaksari, Shahriar、Kamath, Ravindra、Grieves, Robin(1989)。A new approach to determining optimum portfolio mix。Journal of the Portfolio Management,15,43-49。  new window
10.Srinivasan, Venkat、Kim, Yong H.(1987)。Credit Granting: A Comparative Analysis of Classification Procedures。The Journal of Finance,42(3),665-683。  new window
11.Tam, Kar Yan、Kiang, Melody Y.(1992)。Managerial Applications of Neural Networks: The Case of Bank Failure Predictions。Management Science,38(7),926-947。  new window
12.Jensen, R. E.(1994)。An Alternative Scaling Method for Priorities in Hierarchical Structures。Journal of Mathematical Psychology,28,317-332。  new window
13.Ou, Jane A.、Penman, Stephen H.(1989)。Financial Statement Analysis and the Prediction of Stock Returns。Journal of Accounting and Economics,11(4),295-329。  new window
14.Altman, Edward I.(1968)。Financial Ratios, Discriminant Analysis and the Prediction of Corporate Bankruptcy。The Journal of Finance,23(4),589-609。  new window
15.陳錦村(19951200)。銀行授信客戶之風險評估。中山管理評論,3(4),1-23。new window  延伸查詢new window
16.鄧振源、曾國雄(19890700)。層級分析法(AHP)的內涵特性與應用。中國統計學報,27(7),13767-13786。new window  延伸查詢new window
會議論文
1.林月雲(1995)。高階續承人員的甄選--分析層級程序法之應用。第一屆管理學術定性研究方法研討會。  延伸查詢new window
2.葉桂珍(1995)。分層評估信用模式之建立。國科會人文處管理學門研究成果研討會。  延伸查詢new window
3.DeGraan, J. G.(1980)。Extensions of the Multiple Criteria Analysis Method of T. L. Saaty。EURO IV,(會議日期: July, 22-25)。Cambridge。  new window
4.李紀珠(1993)。金融機構失敗預測模型--加速失敗時間模型之應用。中國經濟學會1993年年會,(會議日期: 1993年12月)。  延伸查詢new window
研究報告
1.Cogger, K. O.、Yu, P. L.(1983)。Eigenvectors and Least Distance Approximation for Revealed Preference in Pairwise Weight Ratios。Lawrence, Kansas:University of Kansas, School of Business。  new window
2.Jensen, R. E.(1984)。Comparison of Eigenvector, Least Squares, Chi-square, and Logarithmic Least Squares Methods of Scaling a Reciprocal Matrix。San Antonio, Texas:Trinity University。  new window
學位論文
1.黃小玉(1988)。銀行放款信用評估模式之研究--最佳模式之選擇(碩士論文)。淡江大學。  延伸查詢new window
2.李惠民(1984)。中小企業信用風險評估模式之研究--(金融授信評估模式之研究)(碩士論文)。淡江大學。  延伸查詢new window
3.陳坤宏(1995)。家族企業,聯屬持股與經營績效之研究(碩士論文)。國立中央大學。  延伸查詢new window
 
 
 
 
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