南京农业大学学报:社会科学版
南京農業大學學報:社會科學版
남경농업대학학보:사회과학판
Journal of Nanjing Agricultural University(Social Science Edition)
2014年
2期
65~72
,共null页
粮食期货 动态关联 DCC-MGARCH模型
糧食期貨 動態關聯 DCC-MGARCH模型
양식기화 동태관련 DCC-MGARCH모형
Food Future Price;Dynamic Correlation;DCC鄄MGARCH Model
在国际化背景下,控制粮食价格波动风险是我国实现长期粮食安全必须高度关注的政策问题.本文利用DCC-MGARCH模型实证分析了美国粮食价格波动向中国传递的动态变化,以及在产品上的差异.研究结果表明:中美大豆期货价格波动动态关联度在0.2~0.6之间,而中美小麦的动态关联度在均值零附近变化.这说明,中美大豆期货交易价格波动联系紧密,而小麦关联度较差.中美大豆期货价格的动态关联度从国际粮食危机前的0.17跃升为危机后的0.36,非配对t检验结果显示,该差异是显著的;而中美小麦期货价格收益率的动态关联未发生显著变化.这间接证明了国际粮食价格波动主要从较开放的大豆市场传递到中国.
在國際化揹景下,控製糧食價格波動風險是我國實現長期糧食安全必鬚高度關註的政策問題.本文利用DCC-MGARCH模型實證分析瞭美國糧食價格波動嚮中國傳遞的動態變化,以及在產品上的差異.研究結果錶明:中美大豆期貨價格波動動態關聯度在0.2~0.6之間,而中美小麥的動態關聯度在均值零附近變化.這說明,中美大豆期貨交易價格波動聯繫緊密,而小麥關聯度較差.中美大豆期貨價格的動態關聯度從國際糧食危機前的0.17躍升為危機後的0.36,非配對t檢驗結果顯示,該差異是顯著的;而中美小麥期貨價格收益率的動態關聯未髮生顯著變化.這間接證明瞭國際糧食價格波動主要從較開放的大豆市場傳遞到中國.
재국제화배경하,공제양식개격파동풍험시아국실현장기양식안전필수고도관주적정책문제.본문이용DCC-MGARCH모형실증분석료미국양식개격파동향중국전체적동태변화,이급재산품상적차이.연구결과표명:중미대두기화개격파동동태관련도재0.2~0.6지간,이중미소맥적동태관련도재균치령부근변화.저설명,중미대두기화교역개격파동련계긴밀,이소맥관련도교차.중미대두기화개격적동태관련도종국제양식위궤전적0.17약승위위궤후적0.36,비배대t검험결과현시,해차이시현저적;이중미소맥기화개격수익솔적동태관련미발생현저변화.저간접증명료국제양식개격파동주요종교개방적대두시장전체도중국.
Under the background of internationalization, It is public policy, which received highly attention, tocontrol the food price volatility risk in order to ensure China忆s long-term food security when China utilizes globalresources to keep domestic food security. This paper uses the DCC-MGARCH model to do the empirical analysison the dynamic correlation of food price between USA and domestic future market and the difference between soy-bean and wheat. The results show that the dynamic correlation index of soybean future price between China andthe United States is 0. 2 to 0. 6, however, the dynamic correlation index of wheat price changes around 0. Itmeans that soybean price volatility between China and USA are closely related, however, it is not this case forwheat. This paper also finds that the dynamic correlation index of soybean future price between China and the U-nited States jumped from 0. 17 to 0. 36 after the international food crisis. The un-paired t test indicates that thedifference of soybean price dynamic correlation between before and after crisis is significant, but it is not true forwheat. It indirectly indicated that international food price volatility spread to China in soybean market, which hasmore open market condition, but there is no significant effect in wheat market.