Kocenda, Evzen (1995): Volatility of a Seemingly Fixed Exchange Rate. Published in: Eastern European Economics , Vol. 34, No. 6 (1996): pp. 37-67.
Preview |
PDF
Wp88.pdf Download (403kB) | Preview |
Abstract
A conditional variance analysis is applied to study the exchange rate of the Czech crown. The crown is pegged to a currency basket with an imposed narrow band. The central bank’s consistent policy enables the semi-fixed exchange rates to behave similarly to free ones. Their movements exhibit strong nonlinear dependency which is accounted for by an employment of the GARCH(1,1) model with daily dummies. The nonparametric BDS test proclaims accuracy of the model that filtered out nonlinearity and captured a forecastable structure present in the data.
Item Type: | MPRA Paper |
---|---|
Original Title: | Volatility of a Seemingly Fixed Exchange Rate |
English Title: | Volatility of a Seemingly Fixed Exchange Rate |
Language: | English |
Keywords: | exchange rates, currency basket, nonlinearity, GARCH |
Subjects: | C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C22 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes F - International Economics > F3 - International Finance > F31 - Foreign Exchange G - Financial Economics > G1 - General Financial Markets > G10 - General |
Item ID: | 70506 |
Depositing User: | Prof. Evzen Kocenda |
Date Deposited: | 07 Apr 2016 18:32 |
Last Modified: | 08 Oct 2019 14:28 |
References: | Akaike, H., 1974, “A New Look at the Statistical Model Identification”, IEEE Transactions on Automatic Control 19, 716-723. Baillie, R. T., and Bollerslev, T., 1989, “The Message in Daily Exchange Rates: A Conditional Variance Tale,” Journal of Business and Economic Statistics 7, 297-305. Berndt, E. K., Hall, B. H., Hall, R. E., and Hausman, J. A., 1974, Estimation of Inference in Nonlinear Structural Models, Annals of Economic and Social Measurement 4, 653-665. Bollerslev, T., 1986, “Generalized Autoregressive Conditional Heteroskedasticity”, Journal of Econometrics 31, 307-327. Bollerslev, T., and Engle, R. F., 1993, “Common Persistence in Conditional Variances”, Econometrica 61, 167-186. Brock, W., Dechert, W., and Scheinkman, J., 1987, “A Test for Independence Based on the Correlation Dimension,” University of Wisconsin at Madison, Department of Economics Working Paper. Brock, W., Dechert, W., Scheinkman, J., and LeBaron, B., 1996, A “Test for Independence Based on the Correlation Dimension,” Econometric Reviews, 15(3), 197-235. Dechert, W. D., 1987, A Program to Calculate BDS Statistics for the IBM PC, Department of Economics, University of Houston. Engle, R. F., 1982, “Autoregressive Conditional Heteroskedasticity with Estimates of the Variance of United Kingdom Inflation,” Econometrica 50, 987-1007. Friedman, D., and Vandersteel, S., 1982, “Short-Run Fluctuations in Foreign Exchange Rates,” Journal of International Economics 13, 171-186. Grassberger, P., and Procaccia, I., 1983, Measuring the Strangeness of Strange Attractors, Physica 9D, 189-208. Hsieh, D. A., 1988, “Statistical Properties of Daily Exchange Rates: 1974-1983,” Journal of International Economics 24, 129-145. Hsieh, D. A., 1989, “Testing for Nonlinear Dependence in Daily Foreign Exchange Rates,” Journal of Business 62, 339-368. Hsieh, D. A., 1991, “Chaos and Nonlinear Dynamics: Application to Financial Markets,” Journal of Finance 46, 1839-1877. Ljung, G. M., and Box, G. E. P., 1978, On a Measure of Lack of Fit in Time Series Models, Biometrika 65, 297-303. Mandelbrot, B., 1963, “The Variation of Certain Speculative Prices,” Journal of Business 36, 394-419. Milhoj, A., 1987, “A Conditional Variance Model for Daily Deviations of an Exchange Rate,” Journal of Business and Economic Statistics 5, 99-103. Nelson, D., 1991, Conditional Heteroskedasticity in Asset Returns: A New Approach, Econometrica 59, 347-370 Svensson, L. E. O., 1994, “Fixed Exchange Rates as a Means to Price Stability: What Have We Learned?,” European Economic Review 38, 447-468. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/70506 |