Adaptive predictions of the euro/złoty currency exchange rate using state space wavelet networks and forecast combinations
References
- BIS (2013)., Triennial Central Bank Survey, Bank of International Settlements, Basel.
- Bollerslev, T. (1986). Generalized autoregressive conditional heteroskedasticity,(3): 307–327.
- Borowa, A., Brdyś, M.A. and Mazur, K. (2007). Modelling of wastewater treatment plant for monitoring and control purposes by state-space wavelet networks,(2): 121–131.
- Brdyś, M.A., Borowa, A., Idźkowiak, P. and Brdyś, M.T. (2009). Adaptive predictions of stock exchange indices state space wavelet networks,(2): 337–348, DOI: 10.2478/v10006-009-0029-z.
- CSO (2014)., Statistical Information and Elaborations, Central Statistical Office, Warsaw.
- Grossmann, A. and Morlet, J. (1984). Decomposition of Hardy functions into square integrable wavelets of constant shape,(4): 723–736.
- Guidolin, M. and Timmermann, A. (2009). Forecasts of US short-term interest rates: A flexible forecast combination approach,(2): 297–311.
- Hajek, B. (1988). Cooling schedules for optimal annealing,(2): 311–329.
- Hyndman, R.J., Ahmed, R.A., Athanasopoulos, G. and Shang, H.L. (2011). Optimal combination forecasts for hierarchical time series,(9): 2579–2589.
- Jacobson, S.H., Hall, S.N., Mclay, L.A. and Orosz, J.E. (2005). Performance analysis of cyclical simulated annealing algorithms,(2): 183–201.
- Karafyllidis, I. (1999). A simulator for single-electron tunnel devices and circuits based on simulated annealing,(4): 567–572.
- Kawakami, K. (2013). Conditional forecast selection from many forecasts: An application to the yen/dollar exchange rate,(C): 1–18.
- Kirkpatrick, S., Gelatt, C.D. and Vecchi, M.P. (1983). Optimization by simulated annealing,(4598): 671–680.
- Kulawski, G.J. and Brdyś, M.A. (2000). Stable adaptive control with recurrent networks,(1): 5–22.
- Kuo, R.J., Chen, C.H. and Hwang, Y.C. (2001). An intelligent stock trading support system through integration of genetic algorithm based fuzzy neural network and artificial neural network,(1): 21–45.
- Locatelli, M. (2000). Convergence and first hitting time of simulated annealing algorithms for continuous global optimization,(2): 171–199.
- McCracken, M.W. and Clark, T.E. (2009). Improving forecast accuracy by combining recursive and rolling forecasts,(2): 363–395.
- Metropolis, N., Rosenbluth, A.W., Rosenbluth, M.N., Teller, A.H. and Teller, E. (1953). Equations of state calculations by fast computing machines,: 1087–1092.
- NBP (2013)., National Bank of Poland, Warsaw.
- Pesaran, M.H. and Pick, A. (2011). Forecast combination across estimation windows,(2): 307–318.
- Qi, R. and Brdyś, M.A. (2008). Stable indirect adaptive control based on discrete-time T–S fuzzy model,(8): 900–925.
- Qi, R. and Brdyś, M.A. (2009). Indirect adaptive control based on a self-structuring fuzzy system for nonlinear modelling and control,(4): 619–630, DOI: 10.2478/v10006-009-0049-8.
- Rapach, D.E., Strauss, J.K. and Zhou, G. (2010). Out-of-sample equity premium prediction: Combination forecasts and links to the real economy,(2): 821–862.
- Stock, J.H. and Watson, M.W. (2004). Combination forecasts of output growth in a seven-country data set,(6): 405–430.
- Tian, J. and Anderson, H.M. (2014). Forecast combinations under structural break uncertainty,(1): 161–175.
- Timmermann, A. (2006). Forecast combinations,G. Elliott(Eds.),, Elsevier, Amsterdam.
- Tsang, P.M., Kwok, P., Choy, S.O., Kwan, R., Ng, S.C., Mak, J., Tsang, J., Koong, K. and Wong, T. (2007). Design and implementation of NN5 for Hong Kong stock price forecasting,(4): 453–461.
- Zammarreno, J.M. and Pastora, V. (1998). State space neural network: Properties and applications,(6): 1099–1112.
- Zhang, G., Patuwo, B.E. and Hu, M.Y. (1998). Forecasting with artificial neural networks: The state of the art,(1): 35–62.
- Zhang, Q. (1992). Wavelet network: The radial structure and an efficient initialization procedure,, Linkoping University, Linkoping.
- Zhang, Q. and Beneveniste, A. (1992). Wavelet networks,(6): 889–898.
Language: English
Page range: 161 - 173
Submitted on: Jan 15, 2015
Published on: Mar 31, 2016
Published by: University of Zielona Góra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
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© 2016 Mietek A. Brdyś, Marcin T. Brdyś, Sebastian M. Maciejewski, published by University of Zielona Góra
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.