Robust Maximum Likelihood Estimation of Sparse Vector Error Correction Model
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Hunter D.R. & Lange K., 2004. "A Tutorial on MM Algorithms," The American Statistician, American Statistical Association, vol. 58, pages 30-37, February.
- Engle, Robert & Granger, Clive, 2015.
"Co-integration and error correction: Representation, estimation, and testing,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
- Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-276, March.
- Bruno Bosco & Lucia Parisio & Matteo Pelagatti & Fabio Baldi, 2010. "Long-run relations in european electricity prices," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(5), pages 805-832.
- Heino Bohn Nielsen, 2004. "Cointegration analysis in the presence of outliers," Econometrics Journal, Royal Economic Society, vol. 7(1), pages 249-271, June.
- Franses, Philip Hans & Haldrup, Niels, 1994. "The Effects of Additive Outliers on Tests for Unit Roots and Cointegration," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(4), pages 471-478, October.
- Lucas, André, 1995. "Unit Root Tests Based on M Estimators," Econometric Theory, Cambridge University Press, vol. 11(2), pages 331-346, February.
- Franses, Philip Hans & Lucas, Andre, 1998. "Outlier Detection in Cointegration Analysis," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(4), pages 459-468, October.
- Wilms, Ines & Croux, Christophe, 2016. "Forecasting using sparse cointegration," International Journal of Forecasting, Elsevier, vol. 32(4), pages 1256-1267.
- Franses, Philip Hans & Kloek, Teun & Lucas, Andre, 1998. "Outlier robust analysis of long-run marketing effects for weekly scanning data," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 293-315, November.
- Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
- Lisha Chen & Jianhua Z. Huang, 2012. "Sparse Reduced-Rank Regression for Simultaneous Dimension Reduction and Variable Selection," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 107(500), pages 1533-1545, December.
- Lucas, André, 1997. "Cointegration Testing Using Pseudolikelihood Ratio Tests," Econometric Theory, Cambridge University Press, vol. 13(2), pages 149-169, April.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Ziping Zhao & Rui Zhou & Zhongju Wang & Daniel P. Palomar, 2018. "Optimal Portfolio Design for Statistical Arbitrage in Finance," Papers 1803.02974, arXiv.org.
- Ziping Zhao & Daniel P. Palomar, 2018. "Sparse Reduced Rank Regression With Nonconvex Regularization," Papers 1803.07247, arXiv.org.
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.- Blazsek, Szabolcs & Licht, Adrian, 2019. "Co-integration and common trends analysis with score-driven models : an application to the federal funds effective rate and US inflation rate," UC3M Working papers. Economics 28451, Universidad Carlos III de Madrid. Departamento de EconomÃa.
- Matteo Pelagatti & Bruno Bosco & Lucia Parisio & Fabio Baldi, 2007.
"A Robust Multivariate Long Run Analysis of European Electricity Prices,"
Working Papers
2007.103, Fondazione Eni Enrico Mattei.
- Bosco, Bruno & Parisio, Lucia & Pelagatti, Matteo & Baldi, Fabio, 2007. "A Robust Multivariate Long Run Analysis of European Electricity Prices," International Energy Markets Working Papers 7438, Fondazione Eni Enrico Mattei (FEEM).
- Matteo Pelagatti & Bruno Bosco & Lucia Parisio & Fabio Baldi, 2007.
"A Robust Multivariate Long Run Analysis of European Electricity Prices,"
Working Papers
2007.103, Fondazione Eni Enrico Mattei.
- Bruno Bosco & Lucia Parisio & Matteo Pelagatti & Fabio Baldi, 2007. "A robust multivariate long run analysis of European electricity prices," Working Papers 20070901, Università degli Studi di Milano-Bicocca, Dipartimento di Statistica.
- Bosco, Bruno & Parisio, Lucia & Pelagatti, Matteo & Baldi, Fabio, 2007. "A Robust Multivariate Long Run Analysis of European Electricity Prices," International Energy Markets Working Papers 7438, Fondazione Eni Enrico Mattei (FEEM).
- Bruno Bosco & Lucia Parisio & Matteo Pelagatti & Fabio Baldi, 2010. "Long-run relations in european electricity prices," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(5), pages 805-832.
- Carlomagno, Guillermo, 2014. "The pairwise approach to model a large set of disaggregates with common trends," DES - Working Papers. Statistics and Econometrics. WS ws141309, Universidad Carlos III de Madrid. Departamento de EstadÃstica.
- Boswijk, H. Peter & Lucas, André & Taylor, Nick, 1998. "A comparison of parametric, semi-nonparametric, adaptive and nonparametric tests," Serie Research Memoranda 0062, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
- Miguel Arranz & Alvaro Escribano, 2004.
"Outliers - robust ECM cointegration tests based on the trend components,"
Spanish Economic Review, Springer;Spanish Economic Association, vol. 6(4), pages 243-266, December.
- Arranz, Miguel A., 2000. "Outliers robust ECM cointegration test based on the trend components," DES - Working Papers. Statistics and Econometrics. WS 10142, Universidad Carlos III de Madrid. Departamento de EstadÃstica.
- Barry Falk & Chun-Hsuan Wang, 2003.
"Testing long-run PPP with infinite-variance returns,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(4), pages 471-484.
- Falk, Barry L. & Wang, Chun-Hsuan, 2003. "Testing Long-Run Ppp with Infinite-Variance Returns," Staff General Research Papers Archive 10323, Iowa State University, Department of Economics.
- Franses, Philip Hans & Lucas, André, 1997. "Outlier robust cointegration analysis," Serie Research Memoranda 0045, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
- H. Peter Boswijk & Andre Lucas & Nick Taylor, 1999. "A Comparison of Parametric, Semi-nonparametric, Adaptive, and Nonparametric Cointegration Tests," Tinbergen Institute Discussion Papers 99-012/4, Tinbergen Institute.
- Franses,Philip Hans & Dijk,Dick van & Opschoor,Anne, 2014.
"Time Series Models for Business and Economic Forecasting,"
Cambridge Books,
Cambridge University Press, number 9780521520911, October.
- Franses,Philip Hans & Dijk,Dick van & Opschoor,Anne, 2014. "Time Series Models for Business and Economic Forecasting," Cambridge Books, Cambridge University Press, number 9780521817707, October.
- Carmen Camacho & Fabio Mariani & Luca Pensieroso, 2017.
"Illegal immigration and the shadow economy,"
International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 24(6), pages 1050-1080, December.
- Camacho, Carmen & Mariani, Fabio & Pensieroso, Luca, 2015. "Illegal Immigration and the Shadow Economy," IZA Discussion Papers 9545, Institute of Labor Economics (IZA).
- Carmen Camacho & Fabio Mariani & Luca Pensieroso, 2017. "Illegal immigration and the shadow economy," Post-Print halshs-03968483, HAL.
- Carmen Camacho & Fabio Mariani & Luca Pensieroso, 2015. "Illegal Immigration and the Shadow Economy," Documents de travail du Centre d'Economie de la Sorbonne 15055, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
- Carmen Camacho & Fabio Mariani & Luca Pensieroso, 2015. "Illegal Immigration and the Shadow Economy," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-01178945, HAL.
- Carmen Camacho & Fabio Mariani & Luca Pensieroso, 2015. "Illegal Immigration and the Shadow Economy," Post-Print halshs-01178945, HAL.
- Carmen Camacho & Fabio Mariani & Luca Pensieroso, 2015. "Illegal Immigration and the Shadow Economy," LIDAM Discussion Papers IRES 2015014, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
- Carmen Camacho & Fabio Mariani & Luca Pensieroso, 2017. "Illegal immigration and the shadow economy," PSE-Ecole d'économie de Paris (Postprint) halshs-03968483, HAL.
- Muriel Dejemeppe & Catherine Smith & Bruno der Linden, 2015.
"Did the Intergenerational Solidarity Pact increase the employment rate of older workers in Belgium? A macro-econometric evaluation,"
IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-23, December.
- Dejemeppe, Muriel & Smith, Catherine & Van der Linden, Bruno, 2015. "Did the Intergenerational Solidarity Pact Increase the Employment Rate of Older Workers in Belgium? A Macro-Econometric Evaluation," IZA Discussion Papers 9115, Institute of Labor Economics (IZA).
- Muriel Dejemeppe & Catherine Smith & Bruno Van der Linden, 2015. "Did the Intergenerational Solidarity Pact increase the employment rate of older workers in Belgium? A macro-econometric evaluation," LIDAM Discussion Papers IRES 2015013, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
- Liang, Chong & Schienle, Melanie, 2019.
"Determination of vector error correction models in high dimensions,"
Journal of Econometrics, Elsevier, vol. 208(2), pages 418-441.
- Liang, Chong & Schienle, Melanie, 2019. "Determination of vector error correction models in high dimensions," Working Paper Series in Economics 124, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
- Escribano, Alvaro & Peña, Daniel & Ruiz, Esther, 2021. "30 years of cointegration and dynamic factor models forecasting and its future with big data: Editorial," International Journal of Forecasting, Elsevier, vol. 37(4), pages 1333-1337.
- Wilms, Ines & Croux, Christophe, 2016. "Forecasting using sparse cointegration," International Journal of Forecasting, Elsevier, vol. 32(4), pages 1256-1267.
- Gaolu Zou & K. W. Chau, 2019. "Long- and Short-Run Effects of Fuel Prices on Freight Transportation Volumes in Shanghai," Sustainability, MDPI, vol. 11(18), pages 1-12, September.
- Avdoulas, Christos & Bekiros, Stelios & Boubaker, Sabri, 2016. "Detecting nonlinear dependencies in eurozone peripheral equity markets: A multistep filtering approach," Economic Modelling, Elsevier, vol. 58(C), pages 580-587.
- Francisco Corona & Graciela González-Farías & Pedro Orraca, 2017. "A dynamic factor model for the Mexican economy: are common trends useful when predicting economic activity?," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 26(1), pages 1-35, December.
- Franses, Philip Hans & Kloek, Teun & Lucas, Andre, 1998. "Outlier robust analysis of long-run marketing effects for weekly scanning data," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 293-315, November.
More about this item
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2017-10-29 (Econometrics)
- NEP-ETS-2017-10-29 (Econometric Time Series)
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:arx:papers:1710.05513. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.