Skip to main content
Erschienen in: Empirical Economics 2/2017

13.09.2016

Sudden stops and output: an empirical Markov switching analysis

verfasst von: Andreas Bachmann, Stefan Leist

Erschienen in: Empirical Economics | Ausgabe 2/2017

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Sudden stops and their negative effects on GDP have recently received increased attention because quantitative easing has led to substantial capital inflows into emerging economies. We extend the empirical literature on the impact of sudden stops on GDP by proposing an alternative econometric approach which is multivariate, nonlinear and uses a novel way to identify sudden stops. We estimate a Markov switching vector autoregression with a latent variable indicating whether the economy is in a sudden stop regime. We use the maximum fraction of forecast error variance approach for partial structural identification of the vector autoregression model. Beyond confirming findings from the existing empirical literature on sudden stops, our results additionally show that (i) sudden stops are associated with regime switches (i.e., breaks in the behavior of economic variables), which have significantly negative and permanent effects on GDP; (ii) impulse responses to net capital inflow shocks are regime dependent with economies being more vulnerable to shocks during the sudden stop regime; and (iii) there were different main drivers of the output decline in historical sudden stop episodes.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Fußnoten
1
For example, a definition formalized by Calvo et al. (2004) identifies sudden stops as falls in net capital inflows that lie at least two standard deviations below the prevailing sample mean. This definition is also used in Calvo et al. (2006c) and Bordo et al. (2010).
 
2
Examples of the DSGE literature related to the sudden stop phenomenon include Mendoza and Smith (2002), Gopinath (2004), Chari et al. (2005), Neumeyer and Perri (2005), Cook and Devereux (2006), Jaimovich and Rebelo (2008), Braggion et al. (2009), Kehoe and Ruhl (2009), and Mendoza (2010).
 
3
For example, Edwards (2004) defines sudden stops as declines in net capital inflows by at least 5 % of GDP in 1 year. According to Hutchison and Noy (2006), sudden stops are periods in which a capital account reversal and a currency crisis occur contemporaneously. Calvo et al. (2006a) require large capital flow reversals (exceeding two standard deviations from the mean) to be accompanied by a spike in a measure of the costs of funds (such as the spread of the J. P. Morgan Emerging Market Bond Index over US Treasury Bonds). Some sudden stop measures in Bordo et al. (2010) require a drop in GDP (of any magnitude) in addition to the drop in net capital inflows. Moreover, one of their measures considers gross instead of net capital flows.
 
4
We assume that \(\varepsilon _t\) is independent and identically distributed and that \(\mathbb {E}[\mathbf {X}_t \varepsilon _t]=0\). “Appendix 2” contains the derivation of the probability limit.
 
5
An exposition of time series models with changes in regimes can be found in Hamilton (1994).
 
6
The reduced form shocks \(Z_t(s_t)\) are a function of the regime-dependent structural coefficients \(B_0(s_t)\) and the regime-independent structural shocks \(V_t\), i.e., \(Z_t(s_t)=B_0(s_t)V_t\).
 
7
The Bayesian and the Hannan–Quinn information criteria suggest using a model of order zero or one.
 
8
For the reason of comparability with Calvo et al. (2006b), we restrict the discussion of regime probabilities on the periods up to 2004.
 
9
In our model, we normalized the variance of the structural shocks to one. The IRFs therefore always depict the response to an initial net capital shock of one standard deviation. Thus, the finding of a more pronounced response during sudden stops could alternatively be interpreted as an increase in the variance of structural net capital inflows shocks during sudden stops.
 
10
The plots are based on a thinned sample of 10,000 draws. In particular, we use every tenth of 100,000 draws from the posterior distribution after 100,000 burn-in draws.
 
Literatur
Zurück zum Zitat Brooks SP, Gelman A (1998) General methods for monitoring convergence of iterative simulations. J Comput Graph Stat 7(4):434–455 Brooks SP, Gelman A (1998) General methods for monitoring convergence of iterative simulations. J Comput Graph Stat 7(4):434–455
Zurück zum Zitat Calvo GA (1998) Capital flows and capital-market crises: the simple economics of sudden stops. J Appl Econ I:35–54 Calvo GA (1998) Capital flows and capital-market crises: the simple economics of sudden stops. J Appl Econ I:35–54
Zurück zum Zitat Calvo GA, Izquierdo A, Mejia LF (2004) On the empirics of sudden stops: the relevance of balance-sheet effects. NBER working papers 10520. National Bureau of Economic Research, Inc., Cambridge. doi:10.3386/w10520 Calvo GA, Izquierdo A, Mejia LF (2004) On the empirics of sudden stops: the relevance of balance-sheet effects. NBER working papers 10520. National Bureau of Economic Research, Inc., Cambridge. doi:10.​3386/​w10520
Zurück zum Zitat Calvo GA, Izquierdo A, Loo-Kung R (2006a) Relative price volatility under sudden stops: the relevance of balance sheet effects. J Int Econ 69(1):231–254CrossRef Calvo GA, Izquierdo A, Loo-Kung R (2006a) Relative price volatility under sudden stops: the relevance of balance sheet effects. J Int Econ 69(1):231–254CrossRef
Zurück zum Zitat Calvo GA, Izquierdo A, Talvi E (2006b) Phoenix miracles in emerging markets: recovering without credit from systemic financial crises. BIS working papers 221. Bank for International Settlements, Basel. doi:10.2139/ssrn.1012286 Calvo GA, Izquierdo A, Talvi E (2006b) Phoenix miracles in emerging markets: recovering without credit from systemic financial crises. BIS working papers 221. Bank for International Settlements, Basel. doi:10.​2139/​ssrn.​1012286
Zurück zum Zitat Canova F (2007) Methods for applied macroeconomic research. Princeton University Press, Princeton Canova F (2007) Methods for applied macroeconomic research. Princeton University Press, Princeton
Zurück zum Zitat Ciccarelli M, Rebucci A (2003) Bayesian VARs; a survey of the recent literature with an application to the European monetary system. IMF working papers 03/102. International Monetary Fund, Washington. doi:10.5089/9781451852639.001 Ciccarelli M, Rebucci A (2003) Bayesian VARs; a survey of the recent literature with an application to the European monetary system. IMF working papers 03/102. International Monetary Fund, Washington. doi:10.​5089/​9781451852639.​001
Zurück zum Zitat Frühwirth-Schnatter S (2001) Markov chain Monte Carlo estimation of classical and dynamic switching and mixture models. J Am Stat Assoc 96(453):194–209CrossRef Frühwirth-Schnatter S (2001) Markov chain Monte Carlo estimation of classical and dynamic switching and mixture models. J Am Stat Assoc 96(453):194–209CrossRef
Zurück zum Zitat Gelman A, Rubin DB (1992) Inference from iterative simulation using multiple sequences. Stat Sci 7(4):457–472CrossRef Gelman A, Rubin DB (1992) Inference from iterative simulation using multiple sequences. Stat Sci 7(4):457–472CrossRef
Zurück zum Zitat Geweke J (1992) Evaluating the accuracy of sampling-based approaches to the calculation of posterior moments. In: Bayesian statistics, vol 4. Oxford University Press, Oxford, pp 169–193 Geweke J (1992) Evaluating the accuracy of sampling-based approaches to the calculation of posterior moments. In: Bayesian statistics, vol 4. Oxford University Press, Oxford, pp 169–193
Zurück zum Zitat Gilchrist S, Zakrajsek E, Albero CF, Caldara D (2013) On the identification of financial and uncertainty shocks. 2013 meeting papers 965. Society for Economic Dynamics Gilchrist S, Zakrajsek E, Albero CF, Caldara D (2013) On the identification of financial and uncertainty shocks. 2013 meeting papers 965. Society for Economic Dynamics
Zurück zum Zitat Hamilton J (1994) Time series analysis. Princeton University Press, Princeton Hamilton J (1994) Time series analysis. Princeton University Press, Princeton
Zurück zum Zitat Kim C, Nelson C (1999) State-space models with regime switching: classical and Gibbs-sampling approaches with applications. MIT Press, Cambridge Kim C, Nelson C (1999) State-space models with regime switching: classical and Gibbs-sampling approaches with applications. MIT Press, Cambridge
Zurück zum Zitat Krolzig HM (2006) Impulse response analysis in Markov switching vector autoregressive models. Economics Department, University of Kent, Keynes College, Canterbury Krolzig HM (2006) Impulse response analysis in Markov switching vector autoregressive models. Economics Department, University of Kent, Keynes College, Canterbury
Zurück zum Zitat Litterman RB (1979) Techniques of forecasting using vector autoregressions. Working papers 115. Federal Reserve Bank of Minneapolis, Minneapolis Litterman RB (1979) Techniques of forecasting using vector autoregressions. Working papers 115. Federal Reserve Bank of Minneapolis, Minneapolis
Zurück zum Zitat Litterman RB (1986) Forecasting with bayesian vector autoregressions—five years of experience. J Bus Econ Stat 4(1):25–38. doi:10.2307/1391384 Litterman RB (1986) Forecasting with bayesian vector autoregressions—five years of experience. J Bus Econ Stat 4(1):25–38. doi:10.​2307/​1391384
Zurück zum Zitat Mendoza EG, Smith KA (2002) Margin calls, trading costs, and asset prices in emerging markets: the financial mechanics of the ’sudden stop’ phenomenon. NBER working papers 9286. National Bureau of Economic Research, Inc., Cambridge. doi:10.3386/w9286 Mendoza EG, Smith KA (2002) Margin calls, trading costs, and asset prices in emerging markets: the financial mechanics of the ’sudden stop’ phenomenon. NBER working papers 9286. National Bureau of Economic Research, Inc., Cambridge. doi:10.​3386/​w9286
Zurück zum Zitat Uhlig H (2004b) What moves GNP? Econometric Society 2004 North American Winter Meetings 636. Econometric Society Uhlig H (2004b) What moves GNP? Econometric Society 2004 North American Winter Meetings 636. Econometric Society
Metadaten
Titel
Sudden stops and output: an empirical Markov switching analysis
verfasst von
Andreas Bachmann
Stefan Leist
Publikationsdatum
13.09.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
Empirical Economics / Ausgabe 2/2017
Print ISSN: 0377-7332
Elektronische ISSN: 1435-8921
DOI
https://doi.org/10.1007/s00181-016-1141-1

Weitere Artikel der Ausgabe 2/2017

Empirical Economics 2/2017 Zur Ausgabe