An Econometric Forecasting Model for Foreign Trade: Evidence From Tunisia
DOI:
https://doi.org/10.53555/nnms.v5i8.531Keywords:
Foreign trade, forecasting, static frame, dynamic frameworkAbstract
In this paper and without application because of the not availability of the data, the authors propose specific models in static and dynamic framework to analyze and forecast the evolution of the main components of the foreign trade of the Tunisian economy. For instance, they model and interpret the elasticities of imports and exports to changes in the prices and income. This approach thereby adds theoretical depth to a model that has a good forecasting performance. This paper is one among rare papers which focus on the modelling of the Tunisian foreign trade based on this approach.
References
Amano, R.A and Wirjanto, T.S. (1994). The Dynamic Behaviour of Canadian Imports and the Linear-Quadratic Model: Evidence Based on the Euler Equation, Econometrics 9406002, EconWPA. Staff Working Papers 94-6, Bank of Canada.
Box, G. E. P. and Pierce, D. A. (1970). Distribution of Residual Autocorrelations in Autoregressive-Integrated Moving Average Time Series Models. Journal of the American Statistical Association. 65: 1509-1526.
Bussiere, M. Jarko, F. and Bernd, S. (2005). Trade Integration of Central and Eastern European Countries: Lessons from a Gravity Model. European Central Bank Working Paper, 545.
Chien, C. C. Ching, W. C. and Gin, S. L. (2008). A modified regression model for forecasting the volumes of Taiwan’s import containers. Mathematical and Computer Modelling, 47 (9-10): 797-807.
Chon, S. (2016). A Predictive System for International Trade Growth. KIEP Research Paper No. Working Papers-16-03.
Dickey, D. and Fuller, W. (1979). Distribution of the Estimators for Autoregressive Time Series with a Unit Root. Journal of the American Statistical Association, 74: 427-431.
Engle, R. F and Granger, C. (1987). Co-integration and Error Correction : Representation, Estimation and Testing. Econometrica, 55: 251-276.
Grigor, S. (2009). Econometric Forecasting of Bulgaria's Export and Import Flows. Bungarian National Bank, Discussion Papers, DP/77/2009.
Grossman, G. M and Helpman, E. (1991). Innovation and Growth in the Global Economy. Cambridge: MIT Press.
Johansen, S. (1991). Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models. Econometrica. 59 (6): 1551-1580.
Keck, A. Raubold, A. and Truppia, A. (2010). Forecasting international trade: A time series approach. OECD Journal: Journal of Business Cycle Measurement and Analysis, OECD Publishing, Centre for International Research on Economic Tendency Surveys, 2009 (2):157-176.
Kwiatkowski, D. Phillips, P. C. B. Schmidt, P. and Shin, Y. (1992). Testing the null hypothesis of stationarity against the alternative of a unit root. Journal of Econometrics. 54 (1–3): 159-178.
Ljung, G. M. and Box, G. E. P. (1978). On a Measure of a Lack of Fit in Time Series Models. Biometrika. 65 (2): 297-303.
Mehta, R. and Mathur, P. (2003). Short-term Forecasting of India's Export: Developing a Framework by Countries and Commodities. RIS-DP, 62.
Pástor, L. and Robert, F. S. (2009). Predictive Systems: Living with Imperfect predictors. The Journal of Finance, 64 (4): 1583-1628.
Peter, C. B. P. and Perron, P. (1988). Testing for a Unit Root in Time Series Regression. Biometrika, 75 (2): 335-346
Phillips, P. C. B. and Hansen, B. E. (1990). Statistical Inference in Instrumental Variables Regression with I(1) Processes. The Review of Economic Studies. 57 (1): 99-125.
Senhadji, A. S. and Claudio E. M. (1999). Time Series Analysis of Export Demand Equations: A Cross-Country Analysis. IMF Staff Papers. 46 (3): 259-273.
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