An e–E-insensitive support vector regression machine
Author
Abstract
Suggested Citation
DOI: 10.1007/s00180-014-0500-7
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
- Lütkepohl,Helmut & Krätzig,Markus (ed.), 2004. "Applied Time Series Econometrics," Cambridge Books, Cambridge University Press, number 9780521839198, June.
- Tay, Francis E. H. & Cao, Lijuan, 2001. "Application of support vector machines in financial time series forecasting," Omega, Elsevier, vol. 29(4), pages 309-317, August.
- Lütkepohl,Helmut & Krätzig,Markus (ed.), 2004. "Applied Time Series Econometrics," Cambridge Books, Cambridge University Press, number 9780521547871, June.
- Sun, Wei & Rachev, Svetlozar & Fabozzi, Frank J., 2007. "Fractals or I.I.D.: Evidence of long-range dependence and heavy tailedness from modeling German equity market returns," Journal of Economics and Business, Elsevier, vol. 59(6), pages 575-595.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Xian Shan & Zheshuo Zhang & Xiaoying Li & Yu Xie & Jinyu You, 2023. "Robust Online Support Vector Regression with Truncated ε -Insensitive Pinball Loss," Mathematics, MDPI, vol. 11(3), pages 1-22, January.
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.- D. (Derek) Bond & Michael J. Harrison & Edward J. (Edward Joseph) O'Brien, 2009. "Exploring long memory and nonlinearity in Irish real exchange Rates using tests based on semiparametric estimation," Working Papers 200901, School of Economics, University College Dublin.
- Yılmaz, Engin & Süslü, Bora, 2015. "The Calculation of Weighted Price Elasticity of Tax: Turkey (1998-2013)," MPRA Paper 64417, University Library of Munich, Germany, revised 15 Apr 2015.
- Michal Franta, 2012. "Macroeconomic Effects of Fiscal Policy in the Czech Republic: Evidence Based on Various Identification Approaches in a VAR Framework," Working Papers 2012/13, Czech National Bank, Research and Statistics Department.
- Anton Velinov, 2014. "Assessing the Sustainability of Government Debt: On the Different States of the Debt/GDP Process," Discussion Papers of DIW Berlin 1359, DIW Berlin, German Institute for Economic Research.
- Ulrich Fritsche & Vladimir Kuzin, 2005.
"Declining output volatility in Germany: impulses, propagation, and the role of monetary policy,"
Applied Economics, Taylor & Francis Journals, vol. 37(21), pages 2445-2457.
- Ulrich Fritsche & Vladimir Kuzin, 2004. "Declining Output Volatility in Germany: Impulses, Propagation, and the Role of Monetary Policy," Discussion Papers of DIW Berlin 433, DIW Berlin, German Institute for Economic Research.
- Ulrich Fritsche & Vladimir Kuzin, 2005. "Declining Output Volatility in Germany: Impulses, Propagation, and the Role of the Monetary Policy," Money Macro and Finance (MMF) Research Group Conference 2005 70, Money Macro and Finance Research Group.
- João Sousa Andrade, 2006. "Mobilidade do Capital e Sustentabilidade Externa: uma aplicação da tese de F-H a Portugal (1910-2004)," GEMF Working Papers 2006-04, GEMF, Faculty of Economics, University of Coimbra.
- Ihle, Rico & Brümmer, Bernhard & Thompson, Stanley R., 2010. "Structural change in European calf markets: Policy decoupling and movement restrictions," 114th Seminar, April 15-16, 2010, Berlin, Germany 61085, European Association of Agricultural Economists.
- Kascha, Christian & Trenkler, Carsten, 2011.
"Bootstrapping the likelihood ratio cointegration test in error correction models with unknown lag order,"
Computational Statistics & Data Analysis, Elsevier, vol. 55(2), pages 1008-1017, February.
- Christian Kascha & Carsten Trenkler, 2009. "Bootstrapping the likelihood ratio cointegration test in error correction models with unknown lag order," Working Paper 2009/12, Norges Bank.
- Brüggemann, Ralf & Jentsch, Carsten & Trenkler, Carsten, 2016.
"Inference in VARs with conditional heteroskedasticity of unknown form,"
Journal of Econometrics, Elsevier, vol. 191(1), pages 69-85.
- Ralf Brüggemann & Carsten Jentsch & Carsten Trenkler, 2014. "Inference in VARs with Conditional Heteroskedasticity of Unknown Form," Working Paper Series of the Department of Economics, University of Konstanz 2014-13, Department of Economics, University of Konstanz.
- Brüggemann, Ralf & Jentsch, Carsten & Trenkler, Carsten, 2014. "Inference in VARs with Conditional Heteroskedasticity of Unknown Form," Working Papers 14-21, University of Mannheim, Department of Economics.
- Sahminan, 2005.
"Interest Rates And The Role Of Exchange Rate Regimes In Major Southeast Asian Countries,"
Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 8(2), pages 141-180, September.
- Sahminan, 2005. "Interest Rates And The Role Of Exchange Rate Regimes In Major Southeast Asian Countries," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 8(2), pages 181-198, September.
- Julien Malizard, 2014.
"Dépenses militaires et croissance économique dans un contexte non linéaire. Le cas français,"
Revue économique, Presses de Sciences-Po, vol. 65(3), pages 601-618.
- J. Malizard, 2014. "Dépenses militaires et croissance économique dans un contexte non-linéaire : le cas français," Post-Print hal-02272387, HAL.
- Theodore Panagiotidis & Panagiotis Printzis, 2016.
"On the macroeconomic determinants of the housing market in Greece: a VECM approach,"
International Economics and Economic Policy, Springer, vol. 13(3), pages 387-409, July.
- Theodore,Panagiotidis;Panagiotis,Printzis, 2015. "On the Macroeconomic Determinants of the Housing Market in Greece: A VECM Approach," GreeSE – Hellenic Observatory Papers on Greece and Southeast Europe 88, Hellenic Observatory, LSE.
- Zolotko, Mikhail & Okhrin, Ostap, 2014.
"Modelling the general dependence between commodity forward curves,"
Energy Economics, Elsevier, vol. 43(C), pages 284-296.
- Zolotko, Mikhail & Okhrin, Ostap, 2012. "Modelling general dependence between commodity forward curves," SFB 649 Discussion Papers 2012-060, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
- Sergej Gricar & Stefan Bojnec & Vesna Karadzic & Svetlana Rakocevic, 2016. "Comparative Analysis of Tourism-Led Growth in Slovenia and Montenegro," Managing Global Transitions, University of Primorska, Faculty of Management Koper, vol. 14(1 (Spring), pages 75-92.
- Mar𨁌orena Mar𑁥l Cristo & Marta G -Puig, 2013.
"Pass-through in dollarized countries: should Ecuador abandon the US dollar?,"
Applied Economics, Taylor & Francis Journals, vol. 45(31), pages 4395-4411, November.
- María Lorena Marí del Cristo & Marta Gómez-Puig, 2012. "“Pass-through in dollarized countries: should Ecuador abandon the U.S. Dollar?”," IREA Working Papers 201216, University of Barcelona, Research Institute of Applied Economics, revised Oct 2012.
- Alonso-Rodriguez, Agustin, 2015. "Wind electricity production in Germany and Spain: a dynamic relationship," EconStor Research Reports 121936, ZBW - Leibniz Information Centre for Economics.
- Rey, Serge, 2009.
"L’apport du NATREX à la modélisation des taux de change d’équilibre : théorie et application au dollar canadien,"
L'Actualité Economique, Société Canadienne de Science Economique, vol. 85(2), pages 131-181, juin.
- Serge Rey, 2009. "L’apport du Natrex à la modélisation des taux de change d’équilibre : théorie et application au dollar canadien," Post-Print hal-01885310, HAL.
- Leonardo Quero-Virla, 2016. "Macroeconomic Effects of Oil Price Fluctuations in Colombia," Revista Ecos de Economía, Universidad EAFIT, vol. 20(43), pages 23-38, December.
- Bernstein, Ronald & Madlener, Reinhard, 2015.
"Short- and long-run electricity demand elasticities at the subsectoral level: A cointegration analysis for German manufacturing industries,"
Energy Economics, Elsevier, vol. 48(C), pages 178-187.
- Bernstein, Ronald & Madlener, Reinhard, 2010. "Short- and Long-Run Electricity Demand Elasticities at the Subsectoral Level: A Cointegration Analysis for German Manufacturing Industries," FCN Working Papers 19/2010, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
- Jamal Bouoiyour & Refk Selmi, 2017.
"The Bitcoin price formation: Beyond the fundamental sources,"
Papers
1707.01284, arXiv.org.
- Jamal Bouoiyour & Refk Selmi, 2017. "The Bitcoin price formation: Beyond the fundamental sources," Working Papers hal-01548710, HAL.
More about this item
Keywords
Financial time series; Loss function; Noise process; Support vector regression machine;All these keywords.
Statistics
Access and download statisticsCorrections
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:spr:compst:v:29:y:2014:i:6:p:1447-1468. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.