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題名:考量總體經濟環境之信用評等移轉矩陣:信用循環指標法及信用投資組合法之實證比較
書刊名:臺大管理論叢
作者:李正福王克陸劉大安
作者(外文):Lee, Cheng-fewWang, Keh-luhLiu, Da-ann
出版日期:2008
卷期:19:1
頁次:頁241-268
主題關鍵詞:信用評等移轉矩陣信用投資組合法信用循環指標法Credit migration matrixCredit portfolio viewCredit cycle index
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(1) 博士論文(0) 專書(0) 專書論文(0)
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  • 共同引用共同引用:0
  • 點閱點閱:45
本研究探討景氣狀況對信用評等移轉機率的影響,進而計算其違約率。信用評等移轉矩陣,在許多信用風險模型中,扮演關鍵的角色。本研究兼Wilson (1997a, 1997b) 與Kim (1999) 的研究方法,經適當調整,使用TCRI 上市櫃公司信評等級以及1970-2004 年台灣總體經濟變數作為資料來源,以AR (1)-GARCH (1,1) 模擬總體模型,根據台灣之特有狀況選擇Seasonal ARMA 模型建構總體變數時間序列,進而透過總體經濟指標解釋違約機率,計算信用評等移轉矩陣之機率。實證結果發現,對投機級企業,當實質GDP 成長率上升時,信用循環指標法較能符合違約率減少的趨勢,而當實質GDP 成長率下降時,投資組合法較能符合違約率上升的趨勢;對投資型企業,二者都符合預期。此外,等級越低的違約率,波動度越高。
The purpose of this study is to investigate the impact on credit migration matrix due to changes in business cycle, and calculate related default probabilities. Credit migration matrix plays a crucial role in many credit risk models. We modify Wilson (1997a, 1997b) and Kim (1999), using TCRI credit rating data and various macroeconomic variables from 1970 to 2004, to estimate the transition matrix conditional on economic status. AR (1)-GARCH (1,1) model is proposed to simulate the macroeconomic variable and adjust the unconditional credit migration probabilities. The major empirical results reveal that, Credit Cycle Index model is more consistent with the expected decline in default probabilities for the speculative firms when business is in expansion; and Portfolio View model can provide higher default probabilities during recession periods. In particular, lower rating firms exhibit higher volatility in default probabilities.
期刊論文
1.Wilson, Thomas C.(1997)。Portfolio Credit Risk。Risk,10(9),111-117。  new window
2.沈中華、張家華(20051200)。產業違約率及景氣循環。金融風險管理季刊,1(4),91-105。  延伸查詢new window
3.Beaver, W. H.(1966)。Financial Ratios as Predictors of Failure。Journal of Accounting Research,4(3),71-111。  new window
4.葉金江(19980500)。退票率與經濟景氣之關係--影響退票率因素之實證分析。貨幣觀測與信用評等,11,78-85。  延伸查詢new window
5.Nickella, Pamela、Perraudinb, William、Varotto, Simone(2000)。Stability of Rating Transitions。Journal of Banking & Finance,24(1/2),203-227。  new window
6.Ohlson, James A.(1980)。Financial Ratios and the Probabilistic Prediction of Bankruptcy。Journal of Accounting Research,18(1),109-131。  new window
7.Altman, Edward I.(1968)。Financial Ratios, Discriminant Analysis and the Prediction of Corporate Bankruptcy。The Journal of Finance,23(4),589-609。  new window
8.Zmijewski, Mark E.(1984)。Methodological Issues Related to the Estimation of Financial Distress Prediction Models。Journal of Accounting Research,22(Supplement),59-82。  new window
9.Merton, Robert C.(1974)。On the pricing of corporate debt: The risk structure of interest rate。Journal of Finance,29(2),449-470。  new window
10.Wilson, T. C.(1997)。Portfolio Credit Risk。Risk,10(10),56-61。  new window
11.賴柏志(2002)。臺灣地區信用循環指標的建立。貨幣觀測與信用評等,33,123-127。  延伸查詢new window
12.賴柏志、白鎮維、張嘉娥(2002)。信用循環指標應用於信用風險修正之研究。貨幣觀測與信用評等,34,123-127。  延伸查詢new window
13.Kim, J.(1999)。A Way to Condition Transition Matrix on Wind。CreditMetrics Monitor,1st quarter,1-12。  new window
14.Finger, C. C.(1999)。Conditional Approaches for CreditMetrics Portfolio Distributions。CreditMetrics Monitor,14-33。  new window
15.Belkin, B.、Suchower, S. J.、Forest, L. R.(1998)。The Effect of Systematic Credit Risk on Loan Portfolio Value at Risk and on Loan Pricing。CreditMetrics Monitor,1,17-28。  new window
學位論文
1.孫丕垣(2000)。企業信用風險與國家貨幣風險,0。  延伸查詢new window
2.吳靜怡(2003)。商業銀行如何因應總體環境建立信用評量模型,0。  延伸查詢new window
圖書
1.Gupton, G. M.、Finger, C. C.、Bhatia, M.(1997)。CreditMetric Technical Document。CreditMetric Technical Document。New York, NY。  new window
 
 
 
 
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