Using genetic algorithms to parameters (d,r) estimation for threshold autoregressive models
Author
Abstract
Suggested Citation
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Wu, Berlin, 1995. "Model-free forecasting for nonlinear time series (with application to exchange rates)," Computational Statistics & Data Analysis, Elsevier, vol. 19(4), pages 433-459, April.
- Boothe, Paul & Longworth, David, 1986. "Foreign exchange market efficiency tests: Implications of recent empirical findings," Journal of International Money and Finance, Elsevier, vol. 5(2), pages 135-152, June.
- Dominique Guegan & Dinh Tuan Pham, 1992. "Power of the score test against bilinear time series models," Post-Print halshs-00199498, HAL.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Baragona, R. & Battaglia, F. & Cucina, D., 2004. "Fitting piecewise linear threshold autoregressive models by means of genetic algorithms," Computational Statistics & Data Analysis, Elsevier, vol. 47(2), pages 277-295, September.
- Claudio Pizzi & Francesca Parpinel, 2011. "Evolutionary computational approach in TAR model estimation," Working Papers 2011_26, Department of Economics, University of Venice "Ca' Foscari".
- Roberto Baragona & Francesco Battaglia & Domenico Cucina, 2004. "Estimating threshold subset autoregressive moving-average models by genetic algorithms," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(1), pages 39-61.
- Gilles Dufrenot & Dominique Guegan & Anne Peguin-Feissolle, 2008.
"Changing-regime volatility: a fractionally integrated SETAR model,"
Applied Financial Economics, Taylor & Francis Journals, vol. 18(7), pages 519-526.
- Anne Peguin-Feissolle & Gilles Dufrénot & Dominique Guegan, 2006. "Changing-regime volatility : A fractionally integrated SETAR model," Working Papers halshs-00410540, HAL.
- Gilles Dufrenot & Dominique Guegan & Anne Peguin-Feissolle, 2008. "Changing-regime volatility: A fractionally integrated SETAR model," PSE-Ecole d'économie de Paris (Postprint) halshs-00185369, HAL.
- Gilles Dufrenot & Dominique Guegan & Anne Peguin-Feissolle, 2008. "Changing-regime volatility: A fractionally integrated SETAR model," Post-Print halshs-00185369, HAL.
- Gilles Dufrenot & Dominique Guegan & Anne Peguin-Feissolle, 2008. "Changing-regime volatility: A fractionally integrated SETAR model," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00185369, HAL.
- Francisco Martínez-Álvarez & Alicia Troncoso & Gualberto Asencio-Cortés & José C. Riquelme, 2015. "A Survey on Data Mining Techniques Applied to Electricity-Related Time Series Forecasting," Energies, MDPI, vol. 8(11), pages 1-32, November.
- Frauke Schleer, 2015. "Finding Starting-Values for the Estimation of Vector STAR Models," Econometrics, MDPI, vol. 3(1), pages 1-26, January.
- Dufrenot, Gilles & Guegan, Dominique & Peguin-Feissolle, Anne, 2005.
"Long-memory dynamics in a SETAR model - applications to stock markets,"
Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(5), pages 391-406, December.
- Gilles Dufrénot & Dominique Guegan & Anne Peguin-Feissolle, 2005. "Long-memory dynamics in a SETAR model - Applications to stock markets," Post-Print halshs-00179339, HAL.
- Li, Dong & Tong, Howell, 2016. "Nested sub-sample search algorithm for estimation of threshold models," LSE Research Online Documents on Economics 68880, London School of Economics and Political Science, LSE Library.
- Schleer, Frauke, 2013. "Finding starting-values for maximum likelihood estimation of vector STAR models," ZEW Discussion Papers 13-076, ZEW - Leibniz Centre for European Economic Research.
- Francesco Battaglia & Mattheos K. Protopapas, 2010. "Multi-regime models for nonlinear nonstationary time series," Working Papers 026, COMISEF.
- Winker, Peter & Gilli, Manfred, 2004. "Applications of optimization heuristics to estimation and modelling problems," Computational Statistics & Data Analysis, Elsevier, vol. 47(2), pages 211-223, September.
- Francesco Battaglia & Mattheos K. Protopapas, 2011.
"Time‐varying multi‐regime models fitting by genetic algorithms,"
Journal of Time Series Analysis, Wiley Blackwell, vol. 32(3), pages 237-252, May.
- Francesco Battaglia & Mattheos Protopapas, 2009. "Time-varying Multi-regime Models Fitting by Genetic Algorithms," Working Papers 009, COMISEF.
- Maringer Dietmar G. & Meyer Mark, 2008. "Smooth Transition Autoregressive Models -- New Approaches to the Model Selection Problem," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 12(1), pages 1-21, March.
- Baragona Roberto & Cucina Domenico, 2013. "Multivariate Self-Exciting Threshold Autoregressive Modeling by Genetic Algorithms," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 233(1), pages 3-21, February.
- Francesco Battaglia & Mattheos Protopapas, 2012. "An analysis of global warming in the Alpine region based on nonlinear nonstationary time series models," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 21(3), pages 315-334, August.
- Francesco Battaglia & Mattheos Protopapas, 2012. "Multi–regime models for nonlinear nonstationary time series," Computational Statistics, Springer, vol. 27(2), pages 319-341, June.
- Wang, Ju-Jie & Wang, Jian-Zhou & Zhang, Zhe-George & Guo, Shu-Po, 2012. "Stock index forecasting based on a hybrid model," Omega, Elsevier, vol. 40(6), pages 758-766.
- Liu, Ji-Zhen & Yan, Shu & Zeng, De-Liang & Hu, Yong & Lv, You, 2015. "A dynamic model used for controller design of a coal fired once-through boiler-turbine unit," Energy, Elsevier, vol. 93(P2), pages 2069-2078.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Crowder, William J., 1995. "Covered interest parity and international capital market efficiency," International Review of Economics & Finance, Elsevier, vol. 4(2), pages 115-132.
- Stuart Landon & Constance E. Smith, 2003.
"The Risk Premium, Exchange Rate Expectations, and the Forward Exchange Rate: Estimates for the Yen–Dollar Rate,"
Review of International Economics, Wiley Blackwell, vol. 11(1), pages 144-158, February.
- Landon, Stuart & Smith, Constance, 1999. "The risk premium, exchange rate expectations, and the forward exchange rate: Estimates for the Yen-Dollar rate," MPRA Paper 9775, University Library of Munich, Germany.
- Joachim Zietz & Ghassem Homaifar, 1994. "Exchange rate uncertainty and the efficiency of the forward market for foreign exchange," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 130(3), pages 461-475, September.
- Huseyin Ince & Ali Fehim Cebeci & Salih Zeki Imamoglu, 2019. "An Artificial Neural Network-Based Approach to the Monetary Model of Exchange Rate," Computational Economics, Springer;Society for Computational Economics, vol. 53(2), pages 817-831, February.
- Guneratne B Wickremasinghe & Jae H Kim, 2008. "Weak-Form Efficiency of Foreign Exchange Markets of Developing Economies," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 7(2), pages 169-196, August.
- Anderson, John A. & Faff, Robert W., 2008. "Point and Figure charting: A computational methodology and trading rule performance in the S&P 500 futures market," International Review of Financial Analysis, Elsevier, vol. 17(1), pages 198-217.
- Zhang, Gioqinang & Hu, Michael Y., 1998. "Neural network forecasting of the British Pound/US Dollar exchange rate," Omega, Elsevier, vol. 26(4), pages 495-506, August.
- Josef Arlt & Martin Mandel, 2017. "An Empirical Analysis of Relationships between the Forward Exchange Rates and Present and Future Spot Exchange Rates Example of CZK/USD and CZK/EUR," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 67(3), pages 199-220, June.
- Guneratne Banda Wickremasinghe, 2004. "Efficiency of the Foreign Exchange Market of Papua New Guinea During the Recent Float," International Trade 0406007, University Library of Munich, Germany.
- Kuruppuarachchi, Duminda & Premachandra, I.M. & Roberts, Helen, 2019. "A novel market efficiency index for energy futures and their term structure risk premiums," Energy Economics, Elsevier, vol. 77(C), pages 23-33.
- L. Menkhoff & M. Schlumberger, 1995.
"Persistent profitability of technical analysis on foreign exchange markets?,"
Banca Nazionale del Lavoro Quarterly Review, Banca Nazionale del Lavoro, vol. 48(193), pages 189-215.
- L. Menkhoff & M. Schlumberger, 1995. "Persistent profitability of technical analysis on foreign exchange markets?," BNL Quarterly Review, Banca Nazionale del Lavoro, vol. 48(193), pages 189-215.
- Vajanne, Laura, . "The Exchange Rate Under Target Zones," ETLA A, The Research Institute of the Finnish Economy, number 16, June.
- Juan Carlos Cuestas & Fabio Filipozzi & Karsten Staehr, 2017.
"Uncovered interest parity in Central and Eastern Europe: Expectations and structural breaks,"
Review of International Economics, Wiley Blackwell, vol. 25(4), pages 695-710, September.
- Juan Carlos Cuestas & Karsten Staehr & Fabio Filipozzi, 2015. "Uncovered interest parity in Central and Eastern Europe : expectations and structural breaks," Bank of Estonia Working Papers wp2015-4, Bank of Estonia, revised 30 Dec 2015.
- Chen, Shiyi & Jeong, Kiho & Härdle, Wolfgang Karl, 2008. "Recurrent support vector regression for a nonlinear ARMA model with applications to forecasting financial returns," SFB 649 Discussion Papers 2008-051, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
- Brenner, Robin J. & Kroner, Kenneth F., 1995. "Arbitrage, Cointegration, and Testing the Unbiasedness Hypothesis in Financial Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(1), pages 23-42, March.
- Kenneth A. Froot & Jeffrey A. Frankel, 1986. "Interpreting Tests of Forward Discount Bias Using Survey Data on Exchange Rate Expectations," NBER Working Papers 1963, National Bureau of Economic Research, Inc.
- John Anderson, 2003. "A Test of Weak-Form Market Efficiency in Australian Bank Bill Futures Calendar Spreads," School of Economics and Finance Discussion Papers and Working Papers Series 134, School of Economics and Finance, Queensland University of Technology.
- Herrmann, Sabine & Jochem, Axel, 2003. "Die internationale Intregration der Devisenmärkte in den mittel- und osteuropäischen Beitrittsländern: Spekulative Effizienz, Transaktionskosten und Wechselkursprämien," Discussion Paper Series 1: Economic Studies 2003,08, Deutsche Bundesbank.
- Guegan, Dominique & Wandji, Joseph Ngatchou, 1996. "Power of the Lagrange multiplier test for certain subdiagonal bilinear models," Statistics & Probability Letters, Elsevier, vol. 29(3), pages 201-212, September.
- Stephen J. Taylor, 1992. "Rewards Available to Currency Futures Speculators: Compensation for Risk or Evidence of Inefficient Pricing?," The Economic Record, The Economic Society of Australia, vol. 68(S1), pages 105-116, December.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:csdana:v:38:y:2002:i:3:p:315-330. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/csda .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.