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Economic Models - Convex Optimization

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Credit and Income 217<br />

Y i = Y i + Y i−1<br />

W i = W i + W i−1<br />

u i = Y i − 0.289613W i − 0.0036218t i .<br />

(19)<br />

It may be useful to note that there are three identities in the system<br />

and the only exogenous variable present in the system is the trend. We may<br />

obtain dynamic simulation results from the ECVAR specified in Eq. (19),<br />

in order to obtain predictions for Y i and W i and at the same time to verify<br />

the validity of the co-integration vector used. This can be achieved by first<br />

formulating the following deterministic system.<br />

K 0 y i = K 1 y i−1 + K 2 y i−2 + K 3 y i−3 + ˜Dq i (20)<br />

where y i = [ϒ i W i u i Y i W i ] ′ , q i = [t i 1] ′<br />

⎡<br />

K 0 =<br />

⎢<br />

⎣<br />

1 0 0 0 0<br />

0 1 0 0 0<br />

0 0 1 −1 0.289613<br />

−1 0 0 1 0<br />

0 −1 0 0 1<br />

⎤<br />

⎥<br />

⎦ ,<br />

⎡<br />

⎤<br />

0.2618 0.0273 −0.0879 0 0<br />

0.0977 0.4864 −0.03852 0 0<br />

K 1 =<br />

⎢ 0 0 0 0 0<br />

⎥<br />

⎣ 0 0 0 1 0⎦ ,<br />

0 0 0 0 1<br />

⎡<br />

⎤<br />

0.161 0.0487 0 0 0<br />

0.2256 0.0123 0 0 0<br />

K 2 =<br />

⎢ 0 0 0 0 0<br />

⎥<br />

⎣ 0 0 0 0 0⎦ ,<br />

0 0 0 0 0<br />

⎡<br />

⎤<br />

−0.00432 0.076 0 0 0<br />

0.199 −0.068 0 0 0<br />

K 3 =<br />

⎢ 0 0 0 0 0<br />

⎥<br />

⎣ 0 0 0 0 0⎦ ,<br />

0 0 0 0 0

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