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Empirical Analysis: Cointegration Models, Structural Breaks and Policy Reform<br />

as the two dummies largely overlap, this might explain why β5 , the coefficient of<br />

the dummy associated to the MacSharry reform, gets a negative sign. For this<br />

reason, the model is estimated without export taxes (table 6.6). This time, all the<br />

coefficients of the cointegration vector have the expected sign (for β5, the same<br />

consideration made for the previous model holds). Both adjustment coefficients<br />

have the expected sign. Once again, the US price performs as weakly exogenous.<br />

Table 6.6 VECM with structural breaks: EU and WTO policy regimes, 2001/02 campaign<br />

α<br />

∆swfr t-1<br />

∆swfr t-2<br />

∆swfr t-3<br />

∆swfr t-4<br />

∆hrw t-1<br />

∆hrw t-2<br />

∆hrw t-3<br />

∆hrw t-4<br />

104<br />

∆swfrt ∆hrwt Cointegration vector<br />

-0.067***<br />

0.048<br />

(0.012)<br />

(0.043)<br />

-0.185***<br />

(0.058)<br />

0.198<br />

(0.213)<br />

β0 -4.066***<br />

(0.310)<br />

0.248***<br />

(0.060)<br />

0.334<br />

(0.219)<br />

β1 -0.203***<br />

(0.062)<br />

0.255***<br />

(0.060)<br />

-0.416*<br />

(0.218)<br />

β2 0.163**<br />

(0.044)<br />

0.175***<br />

(0.062)<br />

0.010<br />

(0.225)<br />

β3 1.072<br />

(0.740)<br />

0.025<br />

(0.018)<br />

0.311***<br />

(0.064)<br />

β4 -0.190<br />

(0.150)<br />

-0.046**<br />

(0.018)<br />

-0.078<br />

(0.067)<br />

β5 -0.154**<br />

(0.062)<br />

0.001<br />

(0.018)<br />

0.042<br />

(0.067)<br />

β8 0.380***<br />

(0.079)<br />

-0.066***<br />

0.025<br />

(0.018)<br />

(0.065)<br />

LM 1.554 (p value 0.074) 0.564 (p value 0.922) β1 + β4 = -1 χ 2 ARCH<br />

(5)<br />

13.525 (pvalue 0.019) 13.519 (p value 0.019)<br />

= 15.920 (p-value 0)<br />

β 2,β3, β4, β5, β6, β7 = 0<br />

χ 2 = 33.485 (p-value 0)<br />

SBIC -7.910 HQN -8.508<br />

Standard errors in parenthesis. *significant at 10%; **significant at 5%; *** significant at 1% for the null<br />

hypothesis of zero coefficients<br />

LM: LM test with null hypothesis of no-autocorrelation up to the 18 th lag. ARCH(5): LM test with the null<br />

hypothesis of no ARCH effects up to the 5 th lag. SBIC : Schwartz's Bayesian Information criterion. HQN:<br />

Hannan-Quinn Information criterion<br />

Since this third model presents better information criteria than the one<br />

presented in table 6.5, this last one is preferred. The null hypothesis of a perfect<br />

price transmission elasticity after the URAA implementation cannot be accepted.<br />

The long run residuals of the model (figure 6.1; EC 1 dotted line, left-hand scale)<br />

show a stationary behaviour around zero. These long run residuals from the<br />

cointegration relation in which structural breaks are included are compared with<br />

the series called residuals = ( swfrt - 0.203 * hrwt ) (figure 6.1; residuals;<br />

unbroken line, right-hand scale), obtained just subtracting from the French price<br />

the US one multiplied by its overall transmission parameter. This series is of<br />

course higher in magnitude, as the constant term is missing, and is reported to

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