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GP分布模型与股票收益率分析 被引量:12

Generalized Pareto Distribution and Analysis of Stock Price Returns
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摘要 讨论了GP分布模型的某些性质 ,利用此模型对上证指数、深证指数和 2家公司股票价格的收益率进行分析 ,给出股票指数和价格极值波动程度的量化指标和风险值 (VaR)的估计值。 Some properties of the generalized Pareto distribution are discussed.Then GP model is used to analyze the returns to Shanghai stock index,Shenzhen stock index and the stock prices of two specific companies.A quantitative indicator of extreme changes in stock index and stock price is mentioned.The estimation of Value\|at\|Risk is also discussed.
出处 《北京大学学报(自然科学版)》 CAS CSCD 北大核心 2000年第3期295-306,共12页 Acta Scientiarum Naturalium Universitatis Pekinensis
基金 国家自然科学基金!(19601007) 北大联证金融数学实验室资助项目
关键词 GP分布 收益率 尾指数 风险值 证券市场 股票 Generalized Pareto distribution returns tail index value at risk capital\|loss coefficient
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  • 11,Mandelbrot B.The Variation of Certain Speculative Prices.Journal of Business,1963,36:394~419
  • 22,Mandelbrot B.New Methods in Statistical Economics.Journal of Political Economy,1963,71:421~440
  • 33,Jansen D W,de Vries,C G.On the Frequency of Large Stock Returns:Putting Booms and Busts into Perspective.The Review of Economics and Statistics,1991,Ⅹ Ⅹ Ⅲ(1):18~24
  • 44,Mittnik S,Rachev S T.Modelling Asset Returns with Alternative Stable Distributions.Econometric Rev.1993,12(3):261~330
  • 55,DuMouchel W H.Estimating the Stable Index α in Order to Measure Tail Thichness:A Critique.Ann Statist,1983,11:1019~1031
  • 66,Balkema A A,de Haan L.Residual Life Time at Great Age.Ann Probab,1974,2:792~804
  • 77,Pickands J.Statistical Inference Using Extreme Value Order Statistics.Ann Statist,1975,3:119~131
  • 88,Hill B M.A Simple General Approach to Inference about the Tail of A Distribution.1975,3:1163~1173
  • 99,Dekkers A L M,Einmahl J H J,de Hann L.A Moment Estimator for the Index of An Extreme-Value Distribution.Ann Statist,1989,17:1833~1855
  • 1010,Campbell J Y,Lo A W,Mackinlay A C.The Econometrics of Financial Markets. Princeton:Prieceton University Press,Birkhauser,1997

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