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GARCH模型的经验似然估计 被引量:1

Empirical Likelihood Estimation of GARCH Model
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摘要 以计量经济学中ARCH模型族为背景,对GARCH模型进行讨论和研究。讨论了基于GED分布的β-ARCH模型和GARCH模型的经验极大似然估计的求解方法,得到了相应的平稳模型的大样本性质定理。 The GARCH models based on ARCH models in economics are discussed. The main work of this article is as follows : the empirical likelihood estimation ofβ-ARCH model and GARCH model are briefly discussed. Then, the large sam- ple properties have been validated.
作者 张芳
出处 《四川理工学院学报(自然科学版)》 CAS 2012年第5期87-91,共5页 Journal of Sichuan University of Science & Engineering(Natural Science Edition)
基金 山东凯文科技职业学院自然科学基金项目(kw22010-06)
关键词 自回归条件异方差(ARCH)模型 广义自回归条件异方差(GARCH)模型 经验似然估计 auto-regressive conditional hetero scedasticity model (ARCH) general auto-regressive conditional heteroscedasticity model (GARCH) empirical likelihood estimation
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参考文献11

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共引文献10

同被引文献7

  • 1黄晓薇,宋立新.β-ARCH模型的经验似然推断[J].系统科学与数学,2007,27(1):113-123. 被引量:6
  • 2Owen,A.,Empirical likelihood ratio confidence intervals for a sin-gle functiona[l J].Biometrika,1988(75):37-249.
  • 3Owen,A.,Empirical likelihood for linear medels[J].The Annals ofStatist,1991(19):1725-1747.
  • 4Owen,A.,Empirical likelihood and generalized projection pursuit[C].Technical Report393,Stanford University,Department of Statistics,1992.
  • 5Wang Qihua,RaoJ.N.K.Empirical likelihood-based inference inlinear models with missing data[J].Scand J.Statist,2002c,30(3):563-576.
  • 6卯诗松,王静龙,濮晓龙.高等数理统计[M].2版.北京:高等教育出版社,2006.
  • 7张芳,孟昭为.Bootstrap法对时间序列问题预测区间的修正[J].山东理工大学学报(自然科学版),2010,24(4):12-14. 被引量:3

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