题名

台灣F-股票「流動性調整風險值」、「回溯測試」與「壓力測試」之實證研究

并列篇名

An Investigation on Taiwan F-stock: Liquidity-Adjusted VaR, Back Test, and Stress Test

作者

蔡垂君(Chui-Chun Tsai);潘佳昀(Chia-Yun Pan)

关键词

台灣F-股票 ; 流動性調整風險值 ; 回溯測試 ; 壓力測試 ; F-stock ; LVaR ; Back Test ; Stress Test

期刊名称

東海管理評論

卷期/出版年月

18卷1期(2016 / 07 / 01)

页次

313 - 348

内容语文

繁體中文

中文摘要

本研究運用「流動性調整風險值」(Liquidity-adjusted VaR, LVaR),針對23家「台灣F-股票」進行風險評估,同時以「回溯測試法」,以及金管會發布之「公司治理評鑑結果」作為「壓力測試」指標,檢測風險值之計算結果。實證結果發現:(1)透過「傳統風險值」實證模式估計,「回溯測試」顯示多數股票的投資損失與「傳統風險值」數值並不一致;而透過「流動性調整風險值」則顯示所有股票的投資損失金額與「流動性調整風險值」估計結果具有顯著一致性。(2)從「壓力測試」實證結果顯示,不論是「傳統風險值」或是「流動性調整風險值」,在公司治理評鑑結果公布當月,唯有「TPK」的當月風險值顯著高於平均表現。(3)由風險值數值估計結果可知,預期風險值金額最高的是「TPK」、最低者為「台南」。

英文摘要

This study applies liquidity-adjusted VaR (LVaR) to investigate the value at risk of twenty-three Taiwan Foreign Issuer Stocks (F-stock). We then build back test and stress test to check the model efficient. The empirical results are as follows: (1) To compare with two risk models according to the back test results, the real loss is substantially inconsistent on the VaR estimation, however, the real loss is consistent on LVaR estimation. (2) The empirical results of stress test indicate only "TPK" presents the VaR and LVaR in corporate governances announcement month are significantly larger than average VaR. (3) The two risk models show the highest and lowest loss expected are "TPK" and "Tainan", respectively.

主题分类 社會科學 > 管理學
参考文献
  1. 王元章,陳振遠,張眾卓(2011)。公司治理與市場流動性。證券市場發展季刊,24,125-178。
    連結:
  2. 李沃牆,柯中偉(2011)。外匯投資組合之風險值評估-分量迴歸的應用。中原企管評論,9,97-116。
    連結:
  3. Al, J.,Mazin, A. M.(2011).A Generalized Theoretical Modeling Approach for the Assessment of Economic-Capital under Asset Market Liquidity Risk Constraints.Service Industries Journal,31,2193-2221.
  4. Bangia, A., Diebold, F. X., Schuermann, T. & Stroughair, J. D. ( 1999 ). “Modeling Liquidity Risk, with Implications for Traditional Market Risk Measurement and Management”, Working Papers, Financial Institutions Center at The Wharton School.
  5. Bangia, A.,Diebold, F.,Schuermann, T.,Stroughair, J. D.(2001).Modeling Liquidity Risk, with Implications for Traditional Market Risk Measurement and Management.Risk Management: The State of the Art
  6. Bar-Yosef, S.,Prencipe, A.(2013).The Impact of Corporate Governance and Earnings Management on Stock Market Liquidity in a Highly Concentrated Ownership Capital Market.Journal of Accounting, Auditing & Finance,28,292-316.
  7. Berndt, E. R,Hall, B. H.,Hall, R. E.,Hausman, J. A.(1974).Estimation and inference in nonlinear structural models.Annals of Economic and Social Measurement,4,653-665.
  8. Bollerslev, T. R.(1986).Generalized Autoregressive Conditional Heteroscedasticity.Journal of Economics,31,307-327.
  9. Chiang, R. & Wei, K. C. J. ( 1995 ). “Using daily security prices to estimate volatility and regression models under price limits”, Working Paper, Hong Kong University of Science and Technology: Department of Finance.
  10. Chung, K. H.,Elder, J.,Kim, J. C.(2010).Corporate Governance and Liquidity.Journal of Financial & Quantitative Analysis,45,265-291.
  11. Cosandey, D.(2012).Adjusting Value-at-Risk for Market Liquidity.Risk,Supplement,94-97.
  12. Dickey, D. A.,Fuller, W. A.(1979).Distribution of the Estimators for Autoregressive Time Series with a Unit Root.Journal of the American Statistical Association,74,427-431.
  13. Engle, R. F.(1982).Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation.Econometrica,50,987-1007.
  14. Grody, A. D.(2012).Risk-Adjust the Global Finance Culture.American Banker,177,8-12.
  15. Jarque, C. M.,Bera, A. K.(1987).A Tests for Normality of Observations and Regression Residuals.International Statistical Review,55,163-172.
  16. Jobst, A. A.(2014).Measuring Systemic Risk-Adjusted Liquidity (SRL) - A model approach.Journal of Banking & Finance,45,270-287.
  17. Jorion, P.(2006).Value at Risk: The new benchmark for controlling market risk.McGraw-Hill Press.
  18. Kupiec, P. H.(1995).Techniques for Verifying the Accuracy of Risk Measurement Models.Journal of Derivatives,3,73-84.
  19. Kyle, A. S.(1985).Continuous Auctions and Insider Trading.Journal of Financial Economics,53,1315-1335.
  20. Li, B.,Sun, Q.,Wang, C.(2014).Liquidity, Liquidity Risk and Stock Returns: Evidence from Japan.European Financial Management,20,126-151.
  21. Li, W. X.,Chen, Clara C. S.,French, J.(2012).The Relationship Between Liquidity, Corporate Governance, and Firm Valuation: Evidence from Russia.Emerging Markets Review,13,465-477.
  22. Ourir, A.,Snoussi, W.(2012).Markets Liquidity Risk under External Dependence: Analysis with VaRs Methods.Economic Modeling,29,1830-1836.
  23. Papavassiliou, V. G.(2013).A New Method for Estimating Liquidity Risk: Insights from a Liquidity-Adjusted CAPM Framework.Journal of International Financial Markets, Institutions & Money,24,184-197.
  24. Prommin, P.,Jumreornvong, S.,Jiraporn, P.(2014).The Effect of Corporate Governance on Stock Liquidity: The Case of Thailand.International Review of Economics & Finance,32,132-142.
  25. Simonian, J.(2011).Liquidity on the Outside from the Inside.Applied Economics Letters,18,1591-1593.
  26. Weiß, Gregor N. F.,Supper, H.(2013).Forecasting Liquidity-Adjusted Intraday Value-at-Risk with Vine Copulas.Journal of Banking & Finance,37,3334-3350.
  27. 李存修,陳若鈺(2000)。臺灣股匯市風險值(VaR)模型之估計、比較與測試。金融財務季刊,5,51-75。
  28. 沈大白,楊佳寧(2002)。壓力測試之事件情境建構方法分析。貨幣觀測與信用評等,33,153-161。
  29. 沈大白,楊佳寧,黃于珍(2002)。流動性風險之衡量。貨幣觀測與信用評等,37,115-127。
  30. 林世銘,莊蕎安(2014)。投資 F 股之稅務議題。會計研究月刊,344,70-74。
  31. 林宜巖(2015)。中國文化大學會計研究所。
  32. 林幸穎(2014)。國立成功大學會計研究所。
  33. 林韋伶(2013)。靜宜大學會計研究所。
  34. 林朝陽(2007)。壓力測試逆向搜尋法之實證研究。貨幣觀測與信用評等,65,64-71。
  35. 張漢傑(2014)。第一上市公司(F 股)安全嗎?-以財務和非財務資訊分析解密。會計研究月刊,344,75-85。
  36. 絲文銘,范心慈(2012)。台灣股票流動性調整風險值之計算。貨幣觀測與信用評等,95,78-91。
  37. 黃子耘(2015)。國立中正大學財務金融研究所。
  38. 廖俊男(2005)。金融體系壓力測試之認識與應用。中央銀行季刊,27,45-78。
  39. 劉曉星,邱桂華(2008)。基於買賣價差的我國股票市場流動性調整的風險值研究。當代經濟管理,30,83-87。
  40. 劉曉蘋(2009)。從規範市場秩序之觀點試析國外企業來臺第一上市櫃之法源。證券櫃檯,140,25-29。
  41. 歐家銘(2014)。國立台灣大學經濟學研究所。
  42. 蔡垂君,李存修(2015)。重新評估臺灣指數期貨之流動性調整風險值。期貨與選擇權學刊,8,1-40。
  43. 蔡垂君,簡采琳,王政之(2014)。影響外國來臺第一上市公司股票風險值因素之研究。臺灣銀行季刊,65,93-113。
  44. 顏月妙(2009)。臺北大學國際財務金融所。