1
$\begingroup$

Given a primitive form of a bivariate VAR(1) below,

enter image description here

and correspondingly in a matrix form below.

enter image description here

What were the steps involved in manipulating the matrices such that it resulted in this form below as the idea is to obtain a normal form VAR representation following these manipulations.

enter image description here

$\endgroup$

1 Answer 1

1
$\begingroup$

Just represent the vector as

$\left(\matrix{\gamma_{1,t}\\ \gamma_{2,t}\\}\right) = \left(\matrix{1&0\\0&1\\}\right) \left(\matrix{\gamma_{1,t}\\ \gamma_{2,t}\\}\right) $

then you just have to subtract the matrix with $\alpha_{i,j}$ effects from both sides and you get the matrix from the 2nd picture. Look that I manipulated the matrix and vector, because for some reason, the terms in the picture's vector are displaced.

$\left(\matrix{1&-\alpha_{1,1}\\-\alpha_{2,2}&1\\}\right)\left(\matrix{\gamma_{1,t}\\ \gamma_{2,t}\\}\right) = \left(\matrix{1&0\\0&1\\}\right) \left(\matrix{\gamma_{1,t}\\ \gamma_{2,t}\\}\right) - \left(\matrix{0&\alpha_{1,2}\\\alpha_{2,2}&0\\}\right)\left(\matrix{\gamma_{1,t}\\ \gamma_{2,t}\\}\right)$

$\endgroup$

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service and acknowledge you have read our privacy policy.

Not the answer you're looking for? Browse other questions tagged or ask your own question.