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International Soft Wheat Markets Under Policy Intervention<br />

To the author’s knowledge, to date no such attempts have been made. Policy<br />

regimes have been accounted for in the revised literature by inserting dummy<br />

variables in linear regressions, which allow the intercept of the price equation or<br />

the transmission parameter to vary (Thompson et al. 2000; Thompson et al.<br />

2002b; Vollrath and Hallahan 2006). In cointegration models, either dummies<br />

accounting for structural breaks are put outside the cointegration vector (Hui-<br />

Shung and Griffith 1998) or, most commonly, the analysis is repeated on the<br />

sample split into sub-samples according to policy regime changes 57 (Barassi and<br />

Ghoshray 2007; Thompson and Bohl 1999; see annex A for further references).<br />

Cointegration models with structural breaks accounting for policy regime<br />

changes, which represent another method of considering policy regimes while<br />

testing for price transmission, (Dawson et al. 2006; Dawson and Sanjuan 2006)<br />

will instead be dealt with in chapter 6.<br />

4.4 The data<br />

Wheat monthly prices for the US and France for the period 1978:12 to 2003:12<br />

(i.e., from December 1978 to December 2003; 301 observations) are used (figure<br />

4.8). Soft wheat French prices (swfr) are available on-line from the Eurostat<br />

database; unfortunately, while the Eurostat database allows to go back in time, no<br />

more recent observations were accessible. Data concerning US Gulf fob Hard Red<br />

Winter (HRW) wheat prices and freight rates were obtained from the International<br />

Grains Council; the freight rates used in this study are those from US Gulf to<br />

ARAH (ARAH stands for Amsterdam/Rotterdam/Antwerp/Hamburg<br />

destinations), which were added to the US price in order to obtain European cif<br />

prices (hrw). The EU intervention price time series (pint) has been reconstructed<br />

by adding to the prices established annually by the European Commission<br />

monthly seasonal adjustments, the latter obtained from European Commission<br />

regulations 58; 59 . Eurostat monthly bilateral exchange rates have been used to<br />

convert in euro prices and freight rates expressed in US dollars 60 . Using prices<br />

already converted in the same currency and not introducing the exchange rate<br />

itself as a regressor is a widely used procedure; it follows that adjustments to the<br />

exchange rate are considered instantaneous (see paragraph 3.4).<br />

57<br />

Alternatively, Thompson et al. 2002 propose to include additional observations not to reduce the power of<br />

the tests.<br />

58<br />

The monthly adjustments for 1985 have been calculated as arithmetical average.<br />

59<br />

Eurostat price data are normally producer prices, net of transport costs to the storage centre. This is very<br />

likely to contribute to the fact that the French price is so often below the intervention one. In the analysis, we<br />

consider this together with the other transport costs.<br />

60<br />

Though the use of US dollars is more common in studying international agricultural markets, euro were<br />

preferred because of the analysis of EU policies which will be performed.<br />

68

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