In Search of a Warning Strategy Against Exchange-rate Attacks: Forecasting Tactics Using Artificial Neural Networks
AbstractThe contribution that this paper aspires to make is the prediction of an oncoming attack against the domestic currency, something that is expected to increase the possibilities of successful hedging by the authorities. The analysis has focused on the Greek Drachma,which has suffered a series of attacks during the past few years, thus offering a variety of such "shock" incidents accompanied by frequent interventions by the authorities. The prediction exercised here is performed in a discrete dynamics environment, based on the daily fluctuations of the interbank overnight interest rate, using artificial neural networks enhanced by genetic algorithms. The results obtained on the basis of the forecasting performance have been considered most encouraging, in providing a successful prediction of an oncoming attack against the domestic currency.
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Bibliographic InfoPaper provided by University Library of Munich, Germany in its series MPRA Paper with number 18197.
Date of creation: Mar 2000
Date of revision:
Shocks; Interest-rate; Forecasting; Neural-networks; Genetic algorithms;
Find related papers by JEL classification:
- O24 - Economic Development, Technological Change, and Growth - - Development Planning and Policy - - - Trade Policy; Factor Movement; Foreign Exchange Policy
- C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
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- West, K.D. & Cho, D., 1993.
"The Predictive Ability of Several Models of Exchange Rate Volatility,"
9317r, Wisconsin Madison - Social Systems.
- West, Kenneth D. & Cho, Dongchul, 1995. "The predictive ability of several models of exchange rate volatility," Journal of Econometrics, Elsevier, vol. 69(2), pages 367-391, October.
- West, K.D. & Cho, D., 1993. "The Predictive Ability of Several Models of Exchange Rate Volatility," Working papers 9317, Wisconsin Madison - Social Systems.
- Kenneth D. West & Dongchul Cho, 1994. "The Predictive Ability of Several Models of Exchange Rate Volatility," NBER Technical Working Papers 0152, National Bureau of Economic Research, Inc.
- Mark P. Taylor, 1995. "The Economics of Exchange Rates," Journal of Economic Literature, American Economic Association, vol. 33(1), pages 13-47, March.
- Pavlos Karadeloglou & Christos Papazoglou & George Zombanakis, 1998. "Is the Exchange Rate an Effective Anti-inflationary Policy Instrument?," Ekonomia, Cyprus Economic Society and University of Cyprus, vol. 2(1), pages 47-72, Summer.
- Catherine A. Pattillo & Andrew Berg, 1998.
"Are Currency Crises Predictable? A Test,"
IMF Working Papers
98/154, International Monetary Fund.
- Koedijk, C.G. & Kool, C.J.M., 1994.
"Tail estimates and the ems target zone,"
Open Access publications from Tilburg University
urn:nbn:nl:ui:12-3108705, Tilburg University.
- Brissimis, Sophocles N. & Leventakis, John A., 1989. "The effectiveness of devaluation: A general equilibrium assessment with reference to Greece," Journal of Policy Modeling, Elsevier, vol. 11(2), pages 247-271.
- Pierre Siklos & Rod Tarajos, 1996. "Fundamentals and devaluation expectations in target zones: Some new evidence from the ERM," Open Economies Review, Springer, vol. 7(1), pages 35-59, January.
- Marsh, Ian W. & Power, David M., 1996. "A note on the performance of foreign exchange forecasters in a portfolio framework," Journal of Banking & Finance, Elsevier, vol. 20(3), pages 605-613, April.
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