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Title: | 台灣金控的系統風險:模型建構與實證分析 Measuring systemic risk of the financial holding companies in Taiwan : models and empirical analysis |
Authors: | 郭冠麟 |
Contributors: | 徐士勛 郭冠麟 |
Keywords: | 金融控股公司 SRISK Delta CoVaR MES 系統風險 Finanical holding companies SRISK Delta CoVaR MES Systemic risk |
Date: | 2017 |
Issue Date: | 2017-07-24 12:15:44 (UTC+8) |
Abstract: | 由於 2007-2009 年金融風暴的發生 , 使得系統風險的研究受到相當大的關 注 , 而此論文也將探討台灣金融業的現況 。 我們根據Adrian et al.(2016) 、 Acharya et al.(2012) 以及 Brownlees et al.(2012)所提出的Delta CoVaR 、 MES 以及 SRISK 等系統風險衡量指標 , 估算台灣金控系統風險的大小 , 以及評 斷台灣系統風險重要金控的排序 。 透過時間序列及橫斷面的分析 , 我們更 將風險趨勢分群 , 或是從相關風險指標來作為監督機構或投資大眾參考的 早期警訊 。 最後 , 我們亦透過追蹤資料模型 , 找出系統風險重要的解釋變數 , 並分析變數的可能影響效果 。 After the Financail Crisis of 2007-2009, there have been rich research about systemic risk analysis, and this work focus on financial industry in Taiwan. According to Adrian et al.(2016)、 Acharya et al.(2012)and Brownlees et al.(2012), we consider four measures for systemic risk,they are MES、SRISK、Delta CoVaR-DCC and CoVaR-Quantile. We demonstrate how to compare four different measures , and display the ranking of the Systemically Im- protant Financial Institutions (SIFs) based on the resulting SRISK, for Taiwanese holding companies. Finally , we also dicuss the individual and macroeconomic effects on systemic risk by using panel data regression . |
Reference: | 參考文獻 鐘經樊 (2011).“涵蓋信用風險 、 銀行間傳導風險 、 與流動性風險的台灣金 融系統風險量化模型”. 中央銀行季刊,33(2), 頁13-40。 Acerbi, C., and Tasche, D. (2002). Expected shortfall: A Natural Coherent Alternative to Value at Risk. Economic Notes,31(2), 379-388. Acharya, V. V., Pedersen, L. H., Philippon, T., and Richardson, M. (2010). Measuring Systemic Risk. Working Paper. Acharya, V.,Engle R., and Richardson M. (2012). Capital Shortfall: A New Approach to Ranking and Regulating Systemic Risks, The American Economic Review, 102(3), 59-64. Adrian, T., and Brunnermeier, M. K. (2016). CoVaR. The American Economic Review, 106(7), 1705-1741. Artzner P.,Delbaen F., Eber, J.M., and Heath , D.(1999).Coherent Measures of Risk. Mathematical Finance ,9, 203-228. Benoit, S., Colletaz, G., Hurlin, C., and Perignon, C. (2013). A Theoretical and Empirical Comparison of Systemic Risk Measures. Working Paper. Benoit, S.,Colliard, J. E.,Hurlin, C.,Perignon, C. (2015). Where the Risks Lie: A Survey on Systemic Risk. Review of Finance,21(1), 109-152. Billio, M., Getmansky, M., Lo, A. W., and Pelizzon, L. (2012). Econometric Measures of Connectedness and Systemic Risk in the Finance and Insurance Sectors. Journal of Financial Economics,104, 535-559. Brownlees, C. T., and Engle, R. (2012). Volatility, Correlation and Tails for Systemic Risk Measurement. Working Paper, NYU-Stern. Chen,H., J. Cummins, J. D., Sun, T. and Weiss, M. A.(2015). Tail Risk Spillover and Its Contribution to Systemic Risk: A Network Analysis for Global Reinsurers. Working Paper. Chen, H., Cummins, J. D., Viswanathan, K. S., and Weiss, M. A. (2014). Systemic Risk and the Interconnectedness between Banks and Insurers: An Econometric Analysis. Journal of Risk and Insurance, 81(3), 623-652. Engle, R. (2002). Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models. Journal of Business & Economic Statistics,20(3), 339- 350. Engle, R. F., and S. Manganelli (2004). CAViaR: Conditional Autoregressive Value at Risk by Regression Quantiles. Journal of Business and Economic Statistics, 22, 367-381. Ergun, A. T. and Girardi G.(2013). Systemic Risk Measurement: Multivariate GARCH Estimation of CoVaR. Journal of Banking and Fi- nance,37(8), 3169-3180. Glosten, L. R., Jagannathan, R., and Runkle, D. E. (1993). On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks. The journal of finance,48(5), 1779-1801. Koenker, R., and Bassett Jr, G. (1978). Regression Quantiles. Econometrica: Journal of the Econometric Society, 33-50. Kuan C. M., Yeh J. H., Hsu Y. C. (2009). Assessing Value at Risk with CARE, the Conditional Autoregressive Expectile models. Journal of Econometrics, Elsevier,150(2), 261-270. Mainik, G. and Schaanning, E. (2014). On Dependence Consistency of CoVaR and some other Systemic Risk Measures. Statistics & Risk Modeling, 31(1),49-77. Manganelli, S., Kim, T.H., and White, H. (2010). VAR for VaR: Measuring Systemic Risk Using Multivariate Regression Quantiles. Working Paper, ECB. Mezrich, J. and Engle, R. (1996). GARCH for Groups. Risk,9, 36-40. Scaillet, O. (2005). Nonparametric Estimation of Conditional Expected Shortfall. Insurance and Risk. Management Journal, 74, 639-660. Sheu, H. J., and Cheng, C. L. (2012). Systemic Risk in Taiwan Stock Market. Journal of Business Economics and Management,13(5), 895-914. Taylor, J. W. (2007). Using Exponentially Weighted Quantile Regression to estimate Value at Risk and Expected Shortfall. Journal of Financial Econometrics,6(3), 382-406. |
Description: | 碩士 國立政治大學 經濟學系 104258025 |
Source URI: | http://thesis.lib.nccu.edu.tw/record/#G0104258025 |
Data Type: | thesis |
Appears in Collections: | [經濟學系] 學位論文
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