GARCH family model and its application in calculating stock index future VaR in Chinese market

Ting Li*, Zhigang Zhang, Lutao Zhao, Dongmei Ai

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

With heteroskedasticity, HS300 index future goes with GARCH family models thus predicting the VaR. Result shows that the EGARCH and TARCH model can describe its heteroskedasticity and leverage and shows that the model under t-distribution and GED can predict the risk effectively.

Original languageEnglish
Title of host publication2011 International Conference on Multimedia Technology, ICMT 2011
Pages5872-5874
Number of pages3
DOIs
Publication statusPublished - 2011
Externally publishedYes
Event2nd International Conference on Multimedia Technology, ICMT 2011 - Hangzhou, China
Duration: 26 Jul 201128 Jul 2011

Publication series

Name2011 International Conference on Multimedia Technology, ICMT 2011

Conference

Conference2nd International Conference on Multimedia Technology, ICMT 2011
Country/TerritoryChina
CityHangzhou
Period26/07/1128/07/11

Keywords

  • EGARCH
  • GARCH
  • HS300
  • TARCH
  • VaR

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