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題名:多空交易部位之最適風險值模型研究--以股票、商品及外匯市場為例
書刊名:創新與管理
作者:杜玉振 引用關係魏郁珣
作者(外文):Tu, Yu-chenWei, Yu-hsun
出版日期:2009
卷期:7:1
頁次:頁1-28
主題關鍵詞:風險值交易部位參數模型非參數模型半參數模型Value at riskTrading positionsParametric modelNonparametric modelSemi-parametric model
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(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:1
  • 點閱點閱:20
本研究旨在探討我國交易市場之最適風險值模型,文中分別應用參數、非參數、與半參數模型來估計國內三種不同市場(股票市場、商品市場、與外匯市場)之風險值,所採用之估計方法有:EWMA、GARCH、EGARCH、TGARCH、APARCH、歷史模擬法、過濾歷史模擬法等共15種模型,最後再以保守性、精確性、效率性等評估準則進行模型檢驗,經實證顯示:參數法的TGARCH模型最佳。值得強調的是,本研究同時探討買入與放空部位之風險值,將比過去多數文獻只考慮買入部位更具週延性。
This paper employed three kinds of different statistical methods, parametric, nonparametric, and semi-parametric methods, to investigate the precise of predicting the one-day-ahead value-at-risk (VaR) measured by EWMA, GARCH, EGARCH, TGARCH, APARCH, HS, and FHS models in three types of markets (stock exchanges, commodities, and exchange rates). Unlike prior studies focused on the long trading position only, we calculated both for short and long trading positions of the VaR. Finally, the performances of all models were tested by the evaluating methods of conservatism, accuracy and efficiency. The empirical results show that TGARCH model has the best forecasting performance.
期刊論文
1.Giot, Pierre、Laurent, Sébastien(2003)。Value-at-Risk for Long and Short Trading Positions。Journal of Applied Econometrics,18(6),641-663。  new window
2.林楚雄、張簡彰程、謝景成(20050700)。三種修正歷史模擬法估計風險值模型之比較。風險管理學報,7(2),183-201。new window  延伸查詢new window
3.Barone-Adesi, G.、Giannopoulos, K.(2001)。Non-parametric VaR Techniques; Myths and Realities。Economic Notes,30(2),167-181。  new window
4.Chen, J. G.、Chen, D. H.(2004)。The Downside Risk and Equity Evaluation: New Proposal for Risk Measures。Journal of Emerging Market finance,3,77-93。  new window
5.Alexander, C. O.、Leigh, C. T.(1997)。On the Covariance Metnces Used in Value at Risk Models。The Journal of Derivatives,4,50-62。  new window
6.Hammoudeh, S.、Eleisa, L.(2004)。Dynamic relationship among GCC stock markets and NYMEX oil futures。Contemporary Economic Policy,22,250-269。  new window
7.Papapetrou, Evangelia(2001)。Oil price shocks, stock market, economic activity and employment in Greece。Energy Economics,23(5),511-532。  new window
8.Giot, P.、Laurent, S.(2003)。Market Risk in Commodity Markets: A VaR Approach。Energy Economics,25(5),435-457。  new window
9.Efron, B.(1979)。Bootstrap methods: Another look at the jackknife。The Annals of Statistics,7,1-26。  new window
10.Sadorsky, Perry(2003)。The Macroeconomic Determinants of Technology Stock Price Volatility。Review of Financial Economics,12(2),191-205。  new window
11.Venkataraman, S.(1997)。Value at Risk for a Mixture of Normal Distributions: The Use of Quasi-Bayesian Estimation Techniques。Economic Perspectives,21(2),2-13。  new window
12.Beder, Tanya Styblo(1995)。VAR: Seductive but Dangerous。Financial Analysts Journal,51(5),12-24。  new window
13.Billio, M.、Pelizzon, L.(2000)。Value-at-Risk: A Multivariate Switching Regime Approach。Journal of Empirical Finance,7(5),531-554。  new window
14.Boudoukh, J.、Richardson, M.、Whitelaw, R.(1998)。The Best of Both Worlds: A Hybrid Approach to Calculating Value at Risk。Risk,11,64-67。  new window
15.Pritsker, M.(1997)。Evaluating Value at Risk Methodologies: Accuracy versus Computational Time。Journal of Financial Services Research,12(2/3),201-243。  new window
16.Danielsson, J.、De Vries, C. G.(1997)。Tail Index and Quantile Estimation with Very High Frequency Data。Journal of Empirical Finance,4(2/3),241-257。  new window
17.Jorion, P.(1996)。Risk 2: measuring the risk in value at risk。Financial Analysts Journal,52(6),47-56。  new window
18.Fornari, F.、Mele, A.(1997)。Sign- and volatility-switching ARCH models: Theory and applications to international stock markets。Journal of Applied Econometrics,12(1),49-65。  new window
19.Engle, Robert F.、Ng, Victor K.(1993)。Measuring and testing the impact of news on volatility。The Journal of Finance,48(5),1749-1778。  new window
20.Hendricks, Darryll(1996)。Evaluation of Value-at-Risk Models Using Historical Data。Federal Reserve Bank of New York Economic Policy Review,2(1),39-69。  new window
21.Hull, John、White, Alan(1998)。Incorporating Volatility Updating into the Historical Simulation Method for Value-at-risk。Journal of Risk,1(1),5-19。  new window
22.Bollerslev, Tim(1986)。Generalized Autoregressive Conditional Heteroskedasticity。Journal of Econometrics,31(3),307-327。  new window
23.Ding, Zhuanxin、Granger, Clive W. J.、Engle, Robert F.(1993)。A long memory property of stock market returns and a new model。Journal of Empirical Finance,1(1),83-106。  new window
24.Kupiec, Paul H.(1995)。Techniques for Verifying the Accuracy of Risk Measurement Models。Journal of Derivatives,3(2),73-84。  new window
25.Nelson, Daniel B.(1991)。Conditional Heteroskedasticity in Asset Returns: A New Approach。Econometrica: Journal of the Econometric Society,59(2),347-370。  new window
26.Glosten, Lawrence R.、Jagannathan, Ravi、Runkle, David E.(1993)。On the Relation Between the Expected Value and the Volatility on the Nominal Excess Returns on Stocks。Journal of Finance,48(5),1779-1801。  new window
27.Hoppe, R.(1998)。VaR and the unreal world。Risk,11,45-50。  new window
28.Angelidis, T.、Degiannakis, S.(2005)。Modeling Risk for Long and Short Trading Positions。The Journal of Risk Finance,6,226-238。  new window
會議論文
1.Black, F.(1976)。Studies of stock market volatility changes。The 1976 Meetings of the American Statistical Association, Business and Economic Statistics Section。Alexandria, Virginia。177-181。  new window
研究報告
1.Engel, J.、Gizycki, M.(1999)。Conservatism, Accuracy and Efficiency: Comparing Value-at-Risk Models。Australian Prudential Regulation Authority。  new window
2.Goorbergh, R. V. D.、Vlaar, P.(1999)。Value-at-Risk Analysis of Stock Returns Historical Simulation, Variance Techniques or Tail Index Estimation?。Amsterdmn:Econometric Research and Special Studies Dept. De Nederlandsche Bank。  new window
圖書
1.Zangari, P.(1996)。An Improved Methodology for Measuring VaR。New York:RiskMetrics-Monitor。  new window
2.Morgan, J. P.(1996)。Riskmetrics Technical Document。New York, NY:Morgan Guaranty Trust Company。  new window
 
 
 
 
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