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研究生: 陳韋菱
Chen, Wei-ling
論文名稱: 不確定性趨避及Merton違約距離模型
Uncertainty Aversion and the Merton Distance to Default Model
指導教授: 索樂晴
So, Leh-chyan
口試委員: 林哲群
蔡錦堂
學位類別: 碩士
Master
系所名稱: 科技管理學院 - 計量財務金融學系
Department of Quantitative Finance
論文出版年: 2012
畢業學年度: 100
語文別: 英文
論文頁數: 16
中文關鍵詞: Merton distance to defaultambiguity aversionConsumer Confidence Indexhazard model
外文關鍵詞: Merton distance to default, ambiguity aversion, Consumer Confidence Index, hazard model
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  • There are several measures to compute the default risk. We use Naïve model which is proposed by Bharath and Shumway (2008) as the basic formula. Here, we consider the investor’s uncertainty about the firm value called uncertainty change their evaluation of the equity. We expected the model added Consumer Confidence Index (CCI) to measure the uncertainty of investor is slightly accurate to predict default risk. Cox proportional hazard model is adopted to fit the conditional situation. CDS spread is the pattern to gauge how close our estimated values are. Under the above two methodologies, CCI could be an effective variable to measure default probability and added into default probability formula.


    There are several measures to compute the default risk. We use Naïve model which is proposed by Bharath and Shumway (2008) as the basic formula. Here, we consider the investor’s uncertainty about the firm value called uncertainty change their evaluation of the equity. We expected the model added Consumer Confidence Index (CCI) to measure the uncertainty of investor is slightly accurate to predict default risk. Cox proportional hazard model is adopted to fit the conditional situation. CDS spread is the pattern to gauge how close our estimated values are. Under the above two methodologies, CCI could be an effective variable to measure default probability and added into default probability formula.

    Contents I. Introduction 1 II. Methodology 4 A. Naïve model 4 B. Hazard model 5 C. Credit Default Swap Spread Regression 6 III. Data 7 IV. Result 8 A. Hazard Model 8 B. Credit Default Swap Spread Regression 9 V. Conclusion and Discussion 10 Reference 12 Table 14

    Ait-Sahalia, Y., & Brandt, M. W. (2001). Variable Selection for Portfolio Choice. Journal of Finance, 56(4), 1297-1351.
    Berndt, A., Douglas, R., Duffie, D., Ferguson, M., & Schranz, D. (2005). Measuring Default Risk Premia from Default Swap Rates and EDFs. Working Paper, Stanford University.
    Black, F., & Scholes, M. (1974). The Pricing of Options and Corporate Liabilities. Journal of Political Economy, 81(3), 637-645.
    Bharath, S., & Shumay, T. (2008). Forecasting Default with the Merton Distance to Default Model. Review of Financial Studies, 21(3), 1339-1369.
    Buraschi, A., & Jiltsov, A. (2007). Model Uncertainty and Option Markets with Heterogeneous Beliefs. Journal of Finance, 61(6), 2841-2897.
    Campbell, J. Y., Hilscher, J., & Szilagyi, J. (2008). In search of distress risk. Journal of Finance, 63(6), 2899-2939.
    Cox, D. R., & Oakes, D. (1984). Analysis of Survival Data. New York, NY: Chapman and Hall.
    Duffie, D., & Singleton, K. J. (2003). Credit Risk: Pricing, Measurement, and Management. Princeton, NJ: Princeton University Press.
    Duffie, D., Saita, L., & Wang, K. (2007). Multi-period corporate default prediction with stochastic covariates. Journal of Financial Economics, 83(3), 635-665.
    Ellsberg, D. (1961). Risk, Ambiguity, and Savage Axioms. Journal of Economics, 75(4), 643-669.
    Halevy, Y., & Feltkamp, V. (2005). A Bayesian Approach to Uncertainty Aversion. Review of Economic Studies, 72(2), 449-466.
    Hull, J. C. (1997). Options, Futures, and Other Derivatives. Upper Saddle River, NJ: Pearson Prentice Hall.
    John, F., & Sanford, W. (2011). Cox Proportional-Hazards Regression for Survival Data in R. Working Paper, Melbourne University.
    Merton, R. C. (1974). On the Pricing of Corporate Debt: The Risk Structure of Interest Rates. Journal of Finance, 29(2), 449-470.
    So, L. (2011). Model Misspecification and Credit Risk. Working Paper. National Tsing Hua University.
    Trautmann, S. T., Vieider, F. M., & Wakker, P. P. (2008). Causes of ambiguity aversion: Known versus unknown preferences. Journal of Risk and Uncertainty, 36(3), 225-243.
    Tversky, A. & Kahneman, D. (1974). Judgment under Uncertainty: Heuristics and Biases. Science, 185(4157), 1124-1131.
    Uppal, R., & Wang, T. (2003). Model Misspecification and Underdiversification. Journal of Finance, 58(6), 2465-2486.
    Vassalou, M., &Xing, Y. (2004). Default Risk in Equity Returns. Journal of Finance, 59(2), 831-868.

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