Studying Co-Movements in Large Multivariate Data Prior to Multivariate Modelling
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- Cubadda, Gianluca & Hecq, Alain & Palm, Franz C., 2009. "Studying co-movements in large multivariate data prior to multivariate modelling," Journal of Econometrics, Elsevier, vol. 148(1), pages 25-35, January.
References listed on IDEAS
- Maravall, Agustin & Mathis, Alexandre, 1994. "Encompassing univariate models in multivariate time series : A case study," Journal of Econometrics, Elsevier, vol. 61(2), pages 197-233, April.
- Vahid, F & Engle, Robert F, 1993. "Common Trends and Common Cycles," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(4), pages 341-360, Oct.-Dec..
- Centoni, Marco & Cubadda, Gianluca & Hecq, Alain, 2007.
"Common shocks, common dynamics, and the international business cycle,"
Economic Modelling,
Elsevier, vol. 24(1), pages 149-166, January.
- Centoni, Marco & Cubadda, Gianluca & Hecq, Alain, 2003. "Common Shocks, Common Dynamics, and the International Business Cycle," Economics & Statistics Discussion Papers esdp03007, University of Molise, Dept. EGSeI.
- Marco Centoni & Gianluca Cubadda & Alain Hecq, 2008. "Common Shocks, Common Dynamics, and the International Business Cycle," CEIS Research Paper 106, Tor Vergata University, CEIS, revised 07 Jul 2008.
- Hecq, Alain & Palm, Franz C. & Urbain, Jean-Pierre, 2006. "Common cyclical features analysis in VAR models with cointegration," Journal of Econometrics, Elsevier, vol. 132(1), pages 117-141, May.
- Cubadda, Gianluca & Hecq, Alain, 2001. "On non-contemporaneous short-run co-movements," Economics Letters, Elsevier, vol. 73(3), pages 389-397, December.
- Cubadda, Gianluca, 2007.
"A unifying framework for analysing common cyclical features in cointegrated time series,"
Computational Statistics & Data Analysis,
Elsevier, vol. 52(2), pages 896-906, October.
- Gianluca Cubadda, 2007. "A Unifying Framework for Analysing Common Cyclical Features in Cointegrated Time Series," CEIS Research Paper 102, Tor Vergata University, CEIS.
- Zellner, Arnold & Palm, Franz, 1974.
"Time series analysis and simultaneous equation econometric models,"
Journal of Econometrics,
Elsevier, vol. 2(1), pages 17-54, May.
- ZELLNER, Arnold & PALM, Franz, 1974. "Time series analysis and simultaneous equation econometric models," CORE Discussion Papers RP 173, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Christoph Schleicher, 2007.
"Codependence in cointegrated autoregressive models,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 22(1), pages 137-159.
- Christoph Schleicher, 2004. "Codependence in Cointegrated Autoregressive Models," Computing in Economics and Finance 2004 286, Society for Computational Economics.
- repec:fgv:epgrbe:v:47:n:2:a:1 is not listed on IDEAS
- Jushan Bai & Serena Ng, 2004.
"A PANIC Attack on Unit Roots and Cointegration,"
Econometrica,
Econometric Society, vol. 72(4), pages 1127-1177, July.
- Jushan Bai & Serena Ng, 2001. "A Panic Attack on Unit Roots and Cointegration," Economics Working Paper Archive 469, The Johns Hopkins University,Department of Economics.
- Jushan Bai & Serena Ng, 2001. "A PANIC Attack on Unit Roots and Cointegration," Boston College Working Papers in Economics 519, Boston College Department of Economics.
- Vahid, Farshid & Engle, Robert F., 1997. "Codependent cycles," Journal of Econometrics, Elsevier, vol. 80(2), pages 199-221, October.
- Alain Hecq & Franz Palm & Jean-Pierre Urbain, 2002. "Separation, Weak Exogeneity, And P-T Decomposition In Cointegrated Var Systems With Common Features," Econometric Reviews, Taylor & Francis Journals, vol. 21(3), pages 273-307.
- Engle, Robert F & Kozicki, Sharon, 1993.
"Testing for Common Features,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 11(4), pages 369-380, October.
- Robert F. Engle & Sharon Kozicki, 1990. "Testing For Common Features," NBER Technical Working Papers 0091, National Bureau of Economic Research, Inc.
- repec:cor:louvrp:-247 is not listed on IDEAS
- Mario Forni & Marc Hallin & Marco Lippi & Lucrezia Reichlin, 2000.
"The Generalized Dynamic-Factor Model: Identification And Estimation,"
The Review of Economics and Statistics,
MIT Press, vol. 82(4), pages 540-554, November.
- Forni, Mario & Hallin, Marc & Lippi, Marco & Reichlin, Lucrezia, 1999. "The Generalized Dynamic Factor Model: Identification and Estimation," CEPR Discussion Papers 2338, C.E.P.R. Discussion Papers.
- Mario Forni & Marc Hallin & Lucrezia Reichlin & Marco Lippi, 2000. "The generalised dynamic factor model: identification and estimation," ULB Institutional Repository 2013/10143, ULB -- Universite Libre de Bruxelles.
- Ralf BRUEGGEMANN & Hans-Martin KROLZIG & Helmut LUETKEPOHL, 2002.
"Comparison of Model Reduction Methods for VAR Processes,"
Economics Working Papers
ECO2002/19, European University Institute.
- Ralf Brüggemann & Hans-Martin Krolzig & Helmut Lütkepohl, 2003. "Comparison of Model Reduction Methods for VAR Processes," Economics Papers 2003-W13, Economics Group, Nuffield College, University of Oxford.
- Brüggemann, Ralf & Krolzig, Hans-Martin & Lütkepohl, Helmut, 2002. "Comparison of model reduction methods for VAR processes," SFB 373 Discussion Papers 2002,80, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
- ZELLNER, Arnold & PALM, Franz, 1975. "Time series and structural analysis of monetary models of the U.S. economy," CORE Discussion Papers RP 247, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Bénédicte Vidaillet & V. D'Estaintot & P. Abécassis, 2005. "Introduction," Post-Print hal-00287137, HAL.
- Palm, Franz, 1977.
"On univariate time series methods and simultaneous equation econometric models,"
Journal of Econometrics,
Elsevier, vol. 5(3), pages 379-388, May.
- PALM, Franz, 1977. "On univariate time series methods and simultaneous equation econometric models," CORE Discussion Papers RP 293, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Cubadda, Gianluca & Hecq, Alain & Palm, Franz C., 2008.
"Macro-panels and reality,"
Economics Letters,
Elsevier, vol. 99(3), pages 537-540, June.
- Cubadda, Gianluca & Hecq, Alain & Palm, Franz C., 2007. "Macro-panels and Reality," Research Memorandum 009, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
- Stock, James H & Watson, Mark W, 2002. "Macroeconomic Forecasting Using Diffusion Indexes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 147-162, April.
- Palm, Franz & Zellner, Arnold, 1981.
"Large sample estimation and testing procedures for dynamic equation systems,"
Journal of Econometrics,
Elsevier, vol. 17(1), pages 131-138, September.
- Palm, Franz & Zellner, Arnold, 1980. "Large sample estimation and testing procedures for dynamic equation systems," Journal of Econometrics, Elsevier, vol. 12(3), pages 251-283, April.
- Palm, F.C. & Zellner, A., 1978. "Large sample estimation and testing procedures for dynamic equation systems," Serie Research Memoranda 0010, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
- Wallis, Kenneth F, 1977. "Multiple Time Series Analysis and the Final Form of Econometric Models," Econometrica, Econometric Society, vol. 45(6), pages 1481-1497, September.
- Alain Hecq & Franz Palm & Jean-Pierre Urbain, 2002.
"Separation, Weak Exogeneity, And P-T Decomposition In Cointegrated Var Systems With Common Features,"
Econometric Reviews,
Taylor & Francis Journals, vol. 21(3), pages 273-307.
- Alain Hecq & Franz Palm & Jean-Pierre Urbain, 2002. "Separation, Weak Exogeneity and P-T Decomposition in Cointegrated VAR Systems with Common Features," CESifo Working Paper Series 660, CESifo Group Munich.
- Zellner,Arnold & Palm,Franz C. (ed.), 2004. "The Structural Econometric Time Series Analysis Approach," Cambridge Books, Cambridge University Press, number 9780521814072.
Citations
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Cited by:
- Chevillon, Guillaume & Hecq, Alain & Laurent, Sébastien, 2018.
"Generating univariate fractional integration within a large VAR(1),"
Journal of Econometrics,
Elsevier, vol. 204(1), pages 54-65.
- Guillaume Chevillon & Alain Hecq & Sébastien Laurent, 2018. "Generating Univariate Fractional Integration within a Large VAR(1)," Working Papers halshs-01944588, HAL.
- Guillaume Chevillon & Alain Hecq & Sébastien Laurent, 2018. "Generating Univariate Fractional Integration within a Large VAR(1)," AMSE Working Papers 1844, Aix-Marseille School of Economics, France.
- Guillaume Chevillon & Alain Hecq & Sébastien Laurent, 2018. "Generating univariate fractional integration within a large VAR(1)," Post-Print hal-01980783, HAL.
- Cubadda, Gianluca & Guardabascio, Barbara & Hecq, Alain, 2017.
"A vector heterogeneous autoregressive index model for realized volatility measures,"
International Journal of Forecasting,
Elsevier, vol. 33(2), pages 337-344.
- Cubadda G. & Guardabascio B. & Hecq A.W., 2015. "A Vector Heterogeneous Autoregressive Index model for realized volatility measures," Research Memorandum 033, Maastricht University, Graduate School of Business and Economics (GSBE).
- Gianluca Cubadda & Barbara Guardabascio & Alain Hecq, 2016. "A Vector Heterogeneous Autoregressive Index Model for Realized Volatily Measures," CEIS Research Paper 391, Tor Vergata University, CEIS, revised 23 Jul 2016.
- Gianluca Cubadda & Alain Hecq, 2011.
"Testing for common autocorrelation in data‐rich environments,"
Journal of Forecasting,
John Wiley & Sons, Ltd., vol. 30(3), pages 325-335, April.
- Gianluca Cubadda & Alain Hecq, 2009. "Testing for Common Autocorrelation in Data Rich Environments," CEIS Research Paper 153, Tor Vergata University, CEIS, revised 04 Dec 2009.
- repec:gam:jecnmx:v:4:y:2016:i:2:p:21:d:67747 is not listed on IDEAS
- Stephan Smeekes & Jean-Pierre Urbain, 2014.
"On the Applicability of the Sieve Bootstrap in Time Series Panels,"
Oxford Bulletin of Economics and Statistics,
Department of Economics, University of Oxford, vol. 76(1), pages 139-151, February.
- Smeekes Stephan & Urbain Jean-Pierre, 2011. "On the Applicability of the Sieve Bootstrap in Time series Panels," Research Memorandum 055, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
- Golosnoy, Vasyl & Gribisch, Bastian & Liesenfeld, Roman, 2012.
"The conditional autoregressive Wishart model for multivariate stock market volatility,"
Journal of Econometrics,
Elsevier, vol. 167(1), pages 211-223.
- Golosnoy, Vasyl & Gribisch, Bastian & Liesenfeld, Roman, 2010. "The conditional autoregressive wishart model for multivariate stock market volatility," Economics Working Papers 2010-07, Christian-Albrechts-University of Kiel, Department of Economics.
- Gianluca Cubadda & Alain Hecq & Antonio Riccardo, 2018. "Forecasting Realized Volatility Measures with Multivariate and Univariate Models: The Case of The US Banking Sector," CEIS Research Paper 445, Tor Vergata University, CEIS, revised 30 Oct 2018.
- Cubadda, Gianluca & Guardabascio, Barbara, 2012.
"A medium-N approach to macroeconomic forecasting,"
Economic Modelling,
Elsevier, vol. 29(4), pages 1099-1105.
- Gianluca Cubadda & Barbara Guardabascio, 2010. "A Medium-N Approach to Macroeconomic Forecasting," CEIS Research Paper 176, Tor Vergata University, CEIS, revised 09 Dec 2010.
- repec:eee:intfor:v:35:y:2019:i:1:p:45-66 is not listed on IDEAS
- Chevillon, Guillaume & Hecq , Alain & Laurent, Sébastien, 2015.
"Long Memory Through Marginalization of Large Systems and Hidden Cross-Section Dependence,"
ESSEC Working Papers
WP1507, ESSEC Research Center, ESSEC Business School.
- Chevillon G. & Hecq A.W. & Laurent S.F.J.A., 2015. "Long memory through marginalization of large systems and hidden cross-section dependence," Research Memorandum 014, Maastricht University, Graduate School of Business and Economics (GSBE).
- Guillaume Chevillon & Alain Hecq & Sébastien Laurent, 2015. "Long Memory Through Marginalization of Large Systems and Hidden Cross-Section Dependence," Working Papers hal-01158524, HAL.
- Mitchell, James & Robertson, Donald & Wright, Stephen, 2016. "What univariate models tell us about multivariate macroeconomic models," EMF Research Papers 08, Economic Modelling and Forecasting Group.
- Alain Hecq & Luca Margaritella & Stephan Smeekes, 2019. "Granger Causality Testing in High-Dimensional VARs: a Post-Double-Selection Procedure," Papers 1902.10991, arXiv.org, revised Oct 2019.
- Götz, Thomas B. & Knetsch, Thomas A., 2019.
"Google data in bridge equation models for German GDP,"
International Journal of Forecasting,
Elsevier, vol. 35(1), pages 45-66.
- Götz, Thomas B. & Knetsch, Thomas A., 2017. "Google data in bridge equation models for German GDP," Discussion Papers 18/2017, Deutsche Bundesbank.
- Franses, Ph.H.B.F. & Wiemann, T., 2018. "Intertemporal Similarity of Economic Time Series," Econometric Institute Research Papers EI2018-30, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
- Nunzio Cappuccio & Diego Lubian, 2016. "Unit Root Tests: The Role of the Univariate Models Implied by Multivariate Time Series," Econometrics, MDPI, Open Access Journal, vol. 4(2), pages 1-11, April.
- Marco Centoni & Gianluca Cubadda, 2011.
"Modelling comovements of economic time series: a selective survey,"
Statistica,
Department of Statistics, University of Bologna, vol. 71(2), pages 267-294.
- Marco Centoni & Gianluca Cubadda, 2011. "Modelling Comovements of Economic Time Series: A Selective Survey," CEIS Research Paper 215, Tor Vergata University, CEIS, revised 26 Oct 2011.
- Franses, Ph.H.B.F., 2019. "Do African economies grow similarly?," Econometric Institute Research Papers EI2019-26, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
More about this item
Keywords
Interactions; multiple time series; co-movements; ARIMA; cointegration; common cycles; dynamic panel data.;JEL classification:
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2008-07-20 (Econometrics)
- NEP-ETS-2008-07-20 (Econometric Time Series)
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