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In this paper, the exchange rate forecasting performance of neural network models are evaluated against the random walk … general, neural network models perform better than the traditionally used time series models in forecasting exchange rates. …
Persistent link: https://www.econbiz.de/10008538946
-of-sample forecasting performance. Finally, issues related to the adequateness of standard methods of evaluation of (linear and nonlinear …
Persistent link: https://www.econbiz.de/10005825647
This paper examines whether deviations from PPP are stationary in the presence of nonlinearity, and whether the adjustment toward PPP is symmetric from above and below. Using alternative nonlinear models, our results support mean reversion and asymmetric adjustment dynamics. We find differences...
Persistent link: https://www.econbiz.de/10005769039
well-known methods are used to obtain forecasts: Box–Jenkins (BJ) ARIMA models and Artificial Neural Networks (ANNs). …
Persistent link: https://www.econbiz.de/10008564360
well-known methods are used to obtain forecasts: Box?Jenkins (BJ) ARIMA models and Artificial Neural Networks (ANNs). …
Persistent link: https://www.econbiz.de/10005753536
This paper investigates the most appropriate model for generating scenarios for daily foreign exchange rates for a long history of a large number of daily exchange rates and finds: returns are not normal; a mean reversion model is rarely appropriate; sampling from historical returns (natural log...
Persistent link: https://www.econbiz.de/10011108423
This paper introduces a time-varying threshold autoregressive model (TVTAR), which is used to examine the persistence of deviations from PPP. We find support for the stationary TVTAR against the unit root hypothesis; however, for some developing countries, we do not reject the TVTAR with a unit...
Persistent link: https://www.econbiz.de/10005604859
Persistent link: https://www.econbiz.de/10012643202
Persistent link: https://www.econbiz.de/10011401435
issues in forecasting and structural analysis. An application to the estimation of a system of time-varying reaction …
Persistent link: https://www.econbiz.de/10005825693