武汉职业技术学院学报
武漢職業技術學院學報
무한직업기술학원학보
JOURNAL OF WUHAN TECHNICAL COLLEGE
2012年
1期
25-32
,共8页
ADF单根检定%Granger因果检定%向量误差修正模型
ADF單根檢定%Granger因果檢定%嚮量誤差脩正模型
ADF단근검정%Granger인과검정%향량오차수정모형
ADF test%Granger Causality Test%VECM
该研究是针对汇率、金价、油价、利率、物价之因果关系检定来分析,经ADF单根检定显示:一阶差分后所有变量数据皆呈现定态,再由共整合检定得知,汇率、金价、油价、利率、物价存在共整合关系,透过VECM发现:前期金价提高将导致本期汇率下跌;前期金价提高将使本期金价下跌;前期油价提高将促使本期金价上涨;前期利率提高会使本期利率下跌;前期金价上升将使本期物价下跌;前期利率提高将造成本期物价上涨。至于Granger因果关系检定显示:金价会Granger影响利率和油价,利率会Granger影响汇率,但汇率及物价不会Granger影响其它变量。最后将汇率和物价分别与以VECM来预测,预测模型之MAE,MSE,及MAPE准则皆符合,显示预测结果良好。
該研究是針對彙率、金價、油價、利率、物價之因果關繫檢定來分析,經ADF單根檢定顯示:一階差分後所有變量數據皆呈現定態,再由共整閤檢定得知,彙率、金價、油價、利率、物價存在共整閤關繫,透過VECM髮現:前期金價提高將導緻本期彙率下跌;前期金價提高將使本期金價下跌;前期油價提高將促使本期金價上漲;前期利率提高會使本期利率下跌;前期金價上升將使本期物價下跌;前期利率提高將造成本期物價上漲。至于Granger因果關繫檢定顯示:金價會Granger影響利率和油價,利率會Granger影響彙率,但彙率及物價不會Granger影響其它變量。最後將彙率和物價分彆與以VECM來預測,預測模型之MAE,MSE,及MAPE準則皆符閤,顯示預測結果良好。
해연구시침대회솔、금개、유개、리솔、물개지인과관계검정래분석,경ADF단근검정현시:일계차분후소유변량수거개정현정태,재유공정합검정득지,회솔、금개、유개、리솔、물개존재공정합관계,투과VECM발현:전기금개제고장도치본기회솔하질;전기금개제고장사본기금개하질;전기유개제고장촉사본기금개상창;전기리솔제고회사본기리솔하질;전기금개상승장사본기물개하질;전기리솔제고장조성본기물개상창。지우Granger인과관계검정현시:금개회Granger영향리솔화유개,리솔회Granger영향회솔,단회솔급물개불회Granger영향기타변량。최후장회솔화물개분별여이VECM래예측,예측모형지MAE,MSE,급MAPE준칙개부합,현시예측결과량호。
This research is examining and forecasting the casuality between exchange rate, gold price, oil price, in- terest rate, and CPI. ADF unit root test shows that after first order difference, all variables exhibit stationary state. Coin- tegrating test shows all variables have the Cointegration relationship. We find that the preceding rise of gold price will induce the drop of exchange rate and will trigger the price can usually lead to the rise of gold price, while the next couple of weeks. A rise of gold price will be falling of gold price in the near future. The preceding rises of oil current rise of interest rate will cause a decline of interest rate in followed by a decline of CPI. A rise of CPI can be expected after the climbing of interest rate. The Granger causality relationship Test shows that the gold price can Granger influence interest rate and oil price. The interest rate can Granger affect exchange rate, but exchange rate and CPI can't Granger affect other variables. Finally, we forecast exchanger rate and CPI by VECM, and the MAE, MSE, and MAPE all obey the criterion. The results of forecast are nn~itiv~ nn ~l~ti~t;~,~