An Algorithm for Generalized Impulse-Response Functions in Markov-Switching Structural VAR
AbstractWe transpose the Generalized Impulse-Response Function (GIRF) developed by Koop et al. (1996) to Markov-Switching structural VARs. As the algorithm displays an exponentially increasing complexity as regards the prediction horizon, we use the collapsing technique to easily obtain simulated trajectories (shocked or not), even for the most general representations. Our approach encompasses the existing IRFs proposed in the literature and is illustrated with an applied example on gross job flows.
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Bibliographic InfoPaper provided by Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne in its series Documents de recherche with number 12-04.
Length: 12 pages
Date of creation: 2012
Date of revision:
structural VAR; Markov-switching regime; generalized impulse-response function;
Other versions of this item:
- Karamé, F., 2012. "An algorithm for generalized impulse-response functions in Markov-switching structural VAR," Economics Letters, Elsevier, vol. 117(1), pages 230-234.
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
- C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
This paper has been announced in the following NEP Reports:
- NEP-ALL-2013-04-13 (All new papers)
- NEP-ECM-2013-04-13 (Econometrics)
- NEP-ETS-2013-04-13 (Econometric Time Series)
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- Terasvirta, Timo, 1995. "Modelling Nonlinearity in U.S. Gross National Product 1889-1987," Empirical Economics, Springer, vol. 20(4), pages 577-97.
- Beaudry, Paul & Koop, Gary, 1993. "Do recessions permanently change output?," Journal of Monetary Economics, Elsevier, vol. 31(2), pages 149-163, April.
- Sensier, Marianne & Osborn, Denise R & Ocal, Nadir, 2002.
" Asymmetric Interest Rate Effects for the UK Real Economy,"
Oxford Bulletin of Economics and Statistics,
Department of Economics, University of Oxford, vol. 64(4), pages 315-39, September.
- M Sensier & D R Osborn & N Öcal, 2002. "Asymmetric Interest Rate Effects for the UK Real Economy," Centre for Growth and Business Cycle Research Discussion Paper Series 10, Economics, The Univeristy of Manchester.
- Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
- Artis, Michael J & Krolzig, Hans-Martin & Toro, Juan, 1999.
"The European Business Cycle,"
CEPR Discussion Papers
2242, C.E.P.R. Discussion Papers.
- Artis, M. & Krolzig, H.-M. & Toro, J., 1999. "The European Business Cycle," Economics Working Papers eco99/24, European University Institute.
- Mike Artis & Hans-Martin Krolzig & Juan Toro, 2002. "The European Business Cycle," Economic Working Papers at Centro de Estudios Andaluces E2002/19, Centro de Estudios Andaluces.
- Andrew Ang & Geert Bekaert, 1998.
"Regime Switches in Interest Rates,"
NBER Working Papers
6508, National Bureau of Economic Research, Inc.
- Engel, Charles & Hamilton, James D, 1990. "Long Swings in the Dollar: Are They in the Data and Do Markets Know It?," American Economic Review, American Economic Association, vol. 80(4), pages 689-713, September.
- Camacho, Maximo & Pérez-Quirós, Gabriel, 2013.
"Commodity prices and the business cycle in Latin America: Living and dying by commodities?,"
CEPR Discussion Papers
9367, C.E.P.R. Discussion Papers.
- Maximo Camacho & Gabriel Perez-Quiros, 2013. "Commodity prices and the business cycle in Latin America: Living and dying by commodities," Banco de Espaï¿½a Working Papers 1304, Banco de Espa�a.
- Chauvet, Marcelle, 1998. "An Econometric Characterization of Business Cycle Dynamics with Factor Structure and Regime Switching," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 969-96, November.
- Frédéric Karamé, 2010.
"Impulse-Response Functions in Markov-Switching Structural Vector AutoRegressions: a Step Further,"
Documents de recherche
10-03, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.
- Karamé, F., 2010. "Impulse-response functions in Markov-switching structural vector autoregressions: A step further," Economics Letters, Elsevier, vol. 106(3), pages 162-165, March.
- Ehrmann , Michael & Ellison, Martin & Valla, Natacha, 2001.
"Regime-dependent impulse response functions in a Markov-switching vector autoregression model,"
Research Discussion Papers
11/2001, Bank of Finland.
- Ehrmann, Michael & Ellison, Martin & Valla, Natacha, 2003. "Regime-dependent impulse response functions in a Markov-switching vector autoregression model," Economics Letters, Elsevier, vol. 78(3), pages 295-299, March.
- Steven J. Davis & R. Jason Faberman & John Haltiwanger, 2006.
"The Flow Approach to Labor Markets: New Data Sources and Micro-Macro Links,"
Journal of Economic Perspectives,
American Economic Association, vol. 20(3), pages 3-26, Summer.
- Steven J. Davis & R. Jason Faberman & John Haltiwanger, 2006. "The Flow Approach to Labor Markets: New Data Sources and Micro-Macro Links," NBER Working Papers 12167, National Bureau of Economic Research, Inc.
- Potter, Simon M., 2000.
"Nonlinear impulse response functions,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 24(10), pages 1425-1446, September.
- John Haltiwanger & Steven J. Davis, 1999.
"On the Driving Forces behind Cyclical Movements in Employment and Job Reallocation,"
American Economic Review,
American Economic Association, vol. 89(5), pages 1234-1258, December.
- Steven J. Davis & John Haltiwanger, 1996. "On the Driving Forces Behind Cyclical Movement, in Employment and Job Reallocation," NBER Working Papers 5775, National Bureau of Economic Research, Inc.
- Weise, Charles L, 1999. "The Asymmetric Effects of Monetary Policy: A Nonlinear Vector Autoregression Approach," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 31(1), pages 85-108, February.
- Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-84, March.
- Kim, Chang-Jin, 1994.
"Dynamic linear models with Markov-switching,"
Journal of Econometrics,
Elsevier, vol. 60(1-2), pages 1-22.
- Filardo, Andrew J, 1994.
"Business-Cycle Phases and Their Transitional Dynamics,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 12(3), pages 299-308, July.
- Tom Doan, . "RATS programs to replicate Filardo JBES 1994 paper with time-varying Markov switching," Statistical Software Components RTZ00059, Boston College Department of Economics.
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