Structural Vector Autoregressions with Markov Switching
Abstract
It is argued that in structural vector autoregressive (SVAR) analysis a Markov regime switching (MS) property can be exploited to identify shocks if the reduced form error covariance matrix varies across regimes. The model setup is formulated and discussed and it is shown how it can be used to test restrictions which are just-identifying in a standard structural vector autoregressive analysis. The approach is illustrated by two SVAR examples which have been reported in the literature and which have features which can be accommodated by the MS structure.Download Info
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Paper provided by European University Institute in its series Economics Working Papers with number ECO2009/06.Length:
Date of creation: 2009
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Handle: RePEc:eui:euiwps:eco2009/06
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Keywords: Cointegration; Markov regime switching model; vector error correction model; structural vector autoregression; mixed normal distribution;Other versions of this item:
- Lanne, Markku & Lütkepohl, Helmut & Maciejowska, Katarzyna, 2010. "Structural vector autoregressions with Markov switching," Journal of Economic Dynamics and Control, Elsevier, vol. 34(2), pages 121-131, February.
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models
This paper has been announced in the following NEP Reports:
- NEP-ALL-2009-02-28 (All new papers)
- NEP-CBA-2009-02-28 (Central Banking)
- NEP-ECM-2009-02-28 (Econometrics)
- NEP-ETS-2009-02-28 (Econometric Time Series)
- NEP-ORE-2009-02-28 (Operations Research)
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Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- Aleksei NETSUNAJEV, 2012. "Reaction to Technology Shocks in Markov-Switchings Structural VARs: Identification via heteroskedasticity," Economics Working Papers ECO2012/13, European University Institute.
- Kilian, Lutz, 2011. "Structural Vector Autoregressions," CEPR Discussion Papers 8515, C.E.P.R. Discussion Papers.
- Pierre Guérin & Laurent Maurin & Matthias Mohr, 2011. "Trend-cycle decomposition of output and euro area inflation forecasts: a real-time approach based on model combination," Working Paper Series 1384, European Central Bank.
- Alexander Kriwoluzky, 2009.
"Matching Theory and Data: Bayesian Vector Autoregression and Dynamic Stochastic General Equilibrium Models,"
Economics Working Papers
ECO2009/29, European University Institute.
- Alexander Kriwoluzky, 2008. "Matching Theory and Data: Bayesian Vector Autoregression and Dynamic Stochastic General Equilibrium Models," SFB 649 Discussion Papers SFB649DP2008-060, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
- Aleksei Netšunajev, 2013. "Reaction to technology shocks in Markov-switching structural VARs: identification via heteroskedasticity," Bank of Estonia Working Papers wp2012-6, Bank of Estonia, revised 03 Jan 2013.
- Wenjuan Chen & Anton Velinov, 2012. "Do Japanese Stock Prices Reflect Macro Fundamentals?," SFB 649 Discussion Papers SFB649DP2012-037, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
- Kohonen, Anssi, 2012. "On detection of volatility spillovers in simultaneously open stock markets," MPRA Paper 37504, University Library of Munich, Germany.
- Helmut Lütkepohl, 2012. "Identifying Structural Vector Autoregressions via Changes in Volatility," Discussion Papers of DIW Berlin 1259, DIW Berlin, German Institute for Economic Research.
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