武汉理工大学学报(信息与管理工程版)
武漢理工大學學報(信息與管理工程版)
무한리공대학학보(신식여관리공정판)
JOURNAL OF WUHAN AUTOMOTIVE POLYTECHNIC UNIVERSITY
2014年
5期
690-694
,共5页
李丹%郑伟%张伟伟%徐天群
李丹%鄭偉%張偉偉%徐天群
리단%정위%장위위%서천군
沪深300股票指数期货%平稳性%ARMA-GARCH模型%商业环%ARCH效应
滬深300股票指數期貨%平穩性%ARMA-GARCH模型%商業環%ARCH效應
호심300고표지수기화%평은성%ARMA-GARCH모형%상업배%ARCH효응
stock index futures%stability%ARMA-GARCH model%business cycle%ARCH effect
基于沪深300股票指数期货的时间序列数据,研究了股指期货收益序列的平稳性,建立了ARMA-GARCH模型,通过模型中的均值方程和波动方程,发现初期期货市场上的交易状况偏向于风险厌恶型,得到了收益变化的循环周期大约为3.6天,股指期货市场的波动存在ARCH效应和长记忆性特点。说明市场初期交易者对市场的信息反馈非常敏感和迅速,并且呈现出群体效应和连锁行为,有增大市场风险的可能。
基于滬深300股票指數期貨的時間序列數據,研究瞭股指期貨收益序列的平穩性,建立瞭ARMA-GARCH模型,通過模型中的均值方程和波動方程,髮現初期期貨市場上的交易狀況偏嚮于風險厭噁型,得到瞭收益變化的循環週期大約為3.6天,股指期貨市場的波動存在ARCH效應和長記憶性特點。說明市場初期交易者對市場的信息反饋非常敏感和迅速,併且呈現齣群體效應和連鎖行為,有增大市場風險的可能。
기우호심300고표지수기화적시간서렬수거,연구료고지기화수익서렬적평은성,건립료ARMA-GARCH모형,통과모형중적균치방정화파동방정,발현초기기화시장상적교역상황편향우풍험염악형,득도료수익변화적순배주기대약위3.6천,고지기화시장적파동존재ARCH효응화장기억성특점。설명시장초기교역자대시장적신식반궤비상민감화신속,병차정현출군체효응화련쇄행위,유증대시장풍험적가능。
Based on the series data of 300 stock indexes in Shanghai and Shenzhen Stock Market , the stability of the return series was studied;and ARMA-GARCH model for the return series was established .According to the mean equation and vola-tility equation in the model , it was found that the initial futures trading tend to be risk adverse players , and the business cycle of income was about 3.6 days, and the stock index futures market volatility presented ARCH effect and the characteristics of long memory.It showed that the feedback of information of the market is very sensitive and rapid at beginning and the group effect and chain behavior would increase market risks .