Gebru, Gebretsadik (2012) Vector Auto-regressive and Co-integration Analysis of Coffee Export: The Case of Ethiopia. Masters thesis, Addis Ababa University.
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Abstract
Ethiopia is known as the birth place of Coffee Arabica and it has been and remains the leading cash crop and export commodity of Ethiopia. It accounts on average for about 5% of gross domestic product (GDP), 10% of total agricultural production and 60% of total export earnings for the past three to four decades; and 50% of the total produced is consumed locally. The study is aimed to develop a multivariate time series model which explains the price-volume relationship of coffee export in Ethiopia using vector autoregression (VAR) and vector error correction (VEC) model. The data used are monthly observations from September 2006 to July 2011 of the volume of coffee export, free-on-board price, producer price and world price. Unit root tests of the series under study reveal that all the series are non-stationary at level and stationary after first difference. The result of Johansen test indicates the existence of one cointegration relation between the variables and there is long-term dynamics between volume of coffee export, free-on-board price, producer price and world price. Granger causality test indicates that there is no transmission of price signals from the world market to the local market. VAR (1) model analysis show that free-on-board price is significantly explained by its own past and by lagged value of producer price. Furthermore, the result indicates that the volume of Ethiopian coffee export is not affected by price.
| Item Type: | Thesis (Masters) |
|---|---|
| Subjects: | H Social Sciences > HA Statistics H Social Sciences > HF Commerce Q Science > QK Botany |
| Divisions: | Africana |
| Depositing User: | Selom Ghislain |
| Date Deposited: | 19 Jul 2018 06:52 |
| Last Modified: | 19 Jul 2018 06:52 |
| URI: | http://thesisbank.jhia.ac.ke/id/eprint/7372 |
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