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广义矩估计及其在资产定价模型中的应用 被引量:2

The Generalized Method of Moments and its Application in Asset Pricing Model
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摘要 当代金融经济学的实证研究使用大量的计量经济学方法.自从Hansen(1982)提出广义矩(GMM)方法以来,它已成为计量经济模型的一种重要估计方法,尤其在估计和检验资产定价模型的领域中.因此本文主要讨论了广义矩估计的基本思想,一些基本性质,与常见的几种参数估计法的关系,以及在CAPM模型检验中的应用,并给出实证分析. The methods of econometrics are usually used in modern financial empirical analysis. The GMM becomes an important method since it was developed by Hansen in 1982, especially in estimating and testing asset pricing model.So in this paper we mainly talk about GMM basic properties,it's relationship with other method,it's use in CAPM,and an empirical analysis.
作者 洪宁 万建平
出处 《应用数学》 CSCD 北大核心 2006年第S1期184-188,共5页 Mathematica Applicata
关键词 广义矩(GMM) 工具变量估计(IV) 资本资产定价模型(CAPM) Generalized method of moments(GMM) Instrumental variable method(Ⅳ) Capital asset pricing model(CAPM)
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参考文献3

  • 1向方霓.对资本资产定价模型(CAPM)的检验[J].数理统计与管理,2001,20(3):32-33. 被引量:17
  • 2MacKinlay,C.,Richardson,M.Using generalized method of moments to test mean-variance efficiency[].The Journal of Finance.1991
  • 3Hansen,L.P.Large Sample Properties of Generalized Methods of Moments Estimators[].Econometrica.1982

二级参考文献2

  • 1[1]Thomas E. Copeland ,J. Fred Weston. Financial Theory and Corporate Policy [M]. Addison-Wesley publishing Company, 1992.
  • 2[2]Damodar N. Gujarati. Basic Econometrics[M]. ,McGraw Hi11,1995.

共引文献16

同被引文献17

  • 1陈守东,孔繁利,胡铮洋.基于极值分布理论的VaR与ES度量[J].数量经济技术经济研究,2007,24(3):118-124. 被引量:47
  • 2Longstaff F A, Schwarz E S. Interest Rate Volatility and theTerm Structure : A Two-Factor General Equilibrium Model [J].Journal of Finance, 1992(47) : 1259-1282.
  • 3马小兰.单因子利率期限结构模型的广义矩估计及对中国市场的实证检验[D].湖南:湖南大学,2004.
  • 4Hammersley J M, Morton K W. Poor man's Monte Carlo [J].Journal of the Poyal of Statistical Society, 1954( 1 ) : 23-28.
  • 5Handschin J E, Mayne D Q. Monte Carlo techniques to esti-mate the conditional expectation in multi -stage none -linearfilteringfj]. International Journal of Control, 1969(5) :547-559.
  • 6Handschin J E. Monte Carlo techniques for prediction andfiltering of nonlinear stochastic processes [J].Automatica, 1970(4):555-563.
  • 7Hammersley J M, Morton K W. Poor man's Monte Carlo [J].Journal of the Poyal of Statistical Society, 1954( 1) : 23-28.
  • 8Hansen. Large Sample properties of Generalized Method ofMoments Estimation[J].Econometric, 1982(50) : 1029-1054.
  • 9赵静宇,李秀芳.Vasicek模型下寿险责任准备金评估[J].经济经纬,2008,25(5):141-143. 被引量:4
  • 10周孝华,张燕.一种新的风险价值(VaR)计算方法及其应用研究[J].管理学报,2008,5(6):819-823. 被引量:6

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