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TESTING INTERNATIONAL PRICE TRANSMISSION UNDER ...

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= β<br />

2 i0<br />

Empirical Tests for Spatial Price Analysis<br />

(3.19)<br />

b α + β + β −1<br />

(3.20)<br />

3 = i i0<br />

i1<br />

An Index of Market Connectiveness (IMC) is thus obtained, being<br />

IMC i<br />

( 1+<br />

b1<br />

)<br />

=<br />

( b − b )<br />

3<br />

1<br />

(3.21)<br />

Since long run equilibrium conditions bring ( P 1t − P1<br />

t−1)<br />

= 0, the numerator and<br />

the denominator are, respectively, the contributions of local and central market<br />

price history to current prices. If markets are integrated, the IMC index should be<br />

close to zero, since the lagged effects of regional market shocks are small relative<br />

to the central reference market ones.<br />

Fackler and Goodwin (2001, p.1003) also in this case provide an interpretation<br />

of the model based on the structural VAR model they elaborate. They find out that<br />

a large value of the IMC may indicate that the locations are not integrated but may<br />

also indicate that they are integrated and that transport rates exhibit a high degree<br />

of persistence; a low IMC suggests instead that markets are not isolated but is<br />

unclear how connected they are. They conclude that both Ravallion’s strong form<br />

criterion and Timmer’s IMC index are helpful only if one has the confirmation<br />

that transport costs are white noise processes.<br />

3.2.2.3 Impulse response analysis<br />

In the moving average representation of a VAR system, Impulse Response<br />

Functions (IRFs) represent the effects of exogenous shocks to the variables, and<br />

allow to study their path of response. For a system of n prices, the set of impulse<br />

responses is given by<br />

∞<br />

Pt = ∑ M ket<br />

−k<br />

k = 0<br />

(3.22)<br />

The most important aspect of the analysis of IRFs is the possibility of checking<br />

whether the price series converge quickly after an isolate, exogenous shock to one<br />

of them (Goodwin and Piggot 2001, p.315). If two markets are integrated, an<br />

exogenous shock to prices in one market should indeed evoke an equilibrating<br />

response in the other one (Goodwin et al. 1999, p. 168). IRFs provide a more<br />

general view of market integration than the standard “all or nothing” tests, since<br />

31

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