BIVARIATE BEKK GARCH
Posted: Mon Nov 29, 2010 9:34 am
Dear Tom
I am trying to estimate a bivariate BEKK GARCH (1, 1) model by 283 weekly data, but I have faced bit of trouble with forecasting procedure. As you know, BEKK GARCH model with two variables follow the below basic model
h_t=C^' C+B^' h_(t-1) B+A^' e_(t-1) e_(t-1)^' A
Where, C ,A and B are 2*2 matrix of intercept element ARCH and GARCH effect accordingly. I used the below command for run Bivariate BEKK GARCH (1, 1) (a and b are variables):
GARCH (P=1, Q=1, MV=BEKK, VCV) / A b
By running the above command result was appeared that are attached in mail. While the result just shows the element of C ,A and B matrix. However there is necessity to estimate all below parameters of below equations and their level of significant for robust and reliable research.
h_(22,t)=c_12^2+c_22^2+b_12^2 h_(11,t-1)+2b_12 b_22 h_(12,t-1)+b_22^2 h_(22,t-1)+a_12^2 e_(1,t-1)^2+2a_12 a_22 e_(1,t-1) e_(2,t-1)+a_22^2 e_(2,t-1)^2
h_(11,t)=c_11^2+b_11^2 h_(11,t-1)+2b_11 b_12 h_(12,t-1)+b_21^2 h_(22,t-1)+b_21^2 h_(22,t-1)
+2a_11 a_12 e_(1,t-1) e_(2,t-1)+a_21^2 e_(2,t)^2
The question is that how I can calculate and estimate each of parameters of H11 and H22 equations coefficient parameters (which include interaction/multiply of two matrix抯 elements) and their level of significant. By the other words what commands should I enter in RATS 6 to get these coefficients and their statistical significant.
Any advice would be great appreciation
I am trying to estimate a bivariate BEKK GARCH (1, 1) model by 283 weekly data, but I have faced bit of trouble with forecasting procedure. As you know, BEKK GARCH model with two variables follow the below basic model
h_t=C^' C+B^' h_(t-1) B+A^' e_(t-1) e_(t-1)^' A
Where, C ,A and B are 2*2 matrix of intercept element ARCH and GARCH effect accordingly. I used the below command for run Bivariate BEKK GARCH (1, 1) (a and b are variables):
GARCH (P=1, Q=1, MV=BEKK, VCV) / A b
By running the above command result was appeared that are attached in mail. While the result just shows the element of C ,A and B matrix. However there is necessity to estimate all below parameters of below equations and their level of significant for robust and reliable research.
h_(22,t)=c_12^2+c_22^2+b_12^2 h_(11,t-1)+2b_12 b_22 h_(12,t-1)+b_22^2 h_(22,t-1)+a_12^2 e_(1,t-1)^2+2a_12 a_22 e_(1,t-1) e_(2,t-1)+a_22^2 e_(2,t-1)^2
h_(11,t)=c_11^2+b_11^2 h_(11,t-1)+2b_11 b_12 h_(12,t-1)+b_21^2 h_(22,t-1)+b_21^2 h_(22,t-1)
+2a_11 a_12 e_(1,t-1) e_(2,t-1)+a_21^2 e_(2,t)^2
The question is that how I can calculate and estimate each of parameters of H11 and H22 equations coefficient parameters (which include interaction/multiply of two matrix抯 elements) and their level of significant. By the other words what commands should I enter in RATS 6 to get these coefficients and their statistical significant.
Any advice would be great appreciation