Predicting Financial Crises: The (Statistical) Significance of the Signals Approach
Makram El-Shagi, Tobias Knedlik, Gregor von Schweinitz
Journal of International Money and Finance,
No. 35,
2013
Abstract
The signals approach as an early-warning system has been fairly successful in detecting crises, but it has so far failed to gain popularity in the scientific community because it cannot distinguish between randomly achieved in-sample fit and true predictive power. To overcome this obstacle, we test the null hypothesis of no correlation between indicators and crisis probability in three applications of the signals approach to different crisis types. To that end, we propose bootstraps specifically tailored to the characteristics of the respective datasets. We find (1) that previous applications of the signals approach yield economically meaningful results; (2) that composite indicators aggregating information contained in individual indicators add value to the signals approach; and (3) that indicators which are found to be significant in-sample usually perform similarly well out-of-sample.
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Gauging the Effects of Fiscal Stimulus Packages in the Euro Area
Mathias Trabandt, Roland Straub, Günter Coenen
Journal of Economic Dynamics and Control,
No. 2,
2013
Abstract
We seek to quantify the impact on euro area GDP of the European Economic Recovery Plan (EERP) enacted in response to the financial crisis of 2008–2009. To do so, we estimate an extended version of the ECB's New Area-Wide Model with a richly specified fiscal sector. The estimation results point to the existence of important complementarities between private and government consumption and, to a lesser extent, between private and public capital. We first examine the implied present-value multipliers for seven distinct fiscal instruments and show that the estimated complementarities result in fiscal multipliers larger than one for government consumption and investment. We highlight the importance of monetary accommodation for these findings. We then show that the EERP, if implemented as initially enacted, had a sizeable, although short-lived impact on euro area GDP. Since the EERP comprised both revenue and expenditure-based fiscal stimulus measures, the total multiplier is below unity.
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Währung ohne Souverän: Zur Ursache und Überwindung der Euro-Krise
Hubert Gabrisch
Leviathan - Berliner Zeitschrift für Sozialwissenschaft,
No. 1,
2013
Abstract
Ich argumentiere, dass eine Währung einen Souverän braucht, um Stabilität auf den Finanzmärkten und in der Realwirtschaft zu sichern. Andernfalls würde eine Währungsunion über kurz oder lang zerfallen. Insofern ist die aktuelle Krise des Euro-Raums auf das Fehlen eines Souveräns zurückzuführen. Die Theorie des optimalen Währungsraums bringt keine Erkenntnisse zur Überwindung der Krise, weil sie die Separierung von Geld und Staat als Grundlage hat. Auch deshalb liefert sie eher eine Begründung für Reformen wie den Fiskalpakt, dem zufolge fiskalische Operationen von der Einschätzung der Finanzmärkte abhängen sollen. Ich zeige, wie der Fiskalpakt im Gegenteil zu einer tiefen Rezession und zu einer dauerhaften Kluft zwischen Gläubiger- und Schuldnerländern führen wird. Notwendig ist vielmehr eine Transformation der Währungsunion in einen souveränen Währungsraum, in dem eine effektive Koordination von Geld- und Fiskalpolitik zwischen einer EU-Finanzbehörde und der Zentralbank im Sinne einer funktionalen Fiskalpolitik möglich wird.
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The Role of Uncertainty in the Euro Crisis - A Reconsideration of Liquidity Preference Theory
Toralf Pusch
Journal of Post Keynesian Economics,
2013
Abstract
With the world financial crisis came the rediscovery of the active role fiscal policy could play in remedying the situation. More recently, the Euro Crisis, with its mounting funding costs facing governments of a number of Southern EU member states and Ireland, has called this strategy into question. Opposing this view, the main point of this contribution is to elaborate on the link between rising sovereign risk premia in the Eurozone and a major feature of the financial crisis - elevated uncertainty after the Lehman collapse. Theoretically, this link is developed with reference to Keynes' liquidity preference theory. The high explanatory power of rising uncertainty in financial markets and the detrimental effects of fiscal austerity on the evolution of sovereign risk spreads are demonstrated empirically by means of panel regressions and supplementary correlation analyses.
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Qual VAR Revisited: Good Forecast, Bad Story
Makram El-Shagi, Gregor von Schweinitz
Abstract
Due to the recent financial crisis, the interest in econometric models that allow to incorporate binary variables (such as the occurrence of a crisis) experienced a huge surge. This paper evaluates the performance of the Qual VAR, i.e. a VAR model including a latent variable that governs the behavior of an observable binary variable. While we find that the Qual VAR performs reasonably well in forecasting (outperforming a probit benchmark), there are substantial identification problems. Therefore, when the economic interpretation of the dynamic behavior of the latent variable and the chain of causality matter, the Qual VAR is inadvisable.
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Initial Evidence from a New Database on Capital Market Restrictions
Makram El-Shagi
Panoeconomicus,
No. 3,
2012
Abstract
One of the key obstacles to the empirical analysis of capital controls has been the unavailability of a detailed set of indicators for controls that cover a broad set of countries over a range of years. In this paper, we propose a new set of indicators derived from the Annual Reports on Exchange Arrangements and Export Restrictions. Contrary to most earlier attempts to construct control indicators from this source, our set of indices allows one to analyze the control intensity separately for inflow, outflow and repatriation controls. An additional set of indicators features information on the institutional design of controls. At first glance, the data show that the financial crisis caused a surge in capital market restrictions, most notably concerning the derivatives market. This reflex, which is not justified by the scarce empirical evidence on the success of controls, shows the importance of having a valid measure to allow an econometrically sound policy evaluation in this field. The data are available from the author upon request.
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Macroeconomic Imbalances as Indicators for Debt Crises in Europe
Tobias Knedlik, Gregor von Schweinitz
Journal of Common Market Studies,
No. 5,
2012
Abstract
European authorities and scholars published proposals on which indicators of macroeconomic imbalances might be used to uncover risks for the sustainability of public debt in the European Union. We test the ability of four proposed sets of indicators to send early-warnings of debt crises using a signals approach for the study of indicators and the construction of composite indicators. We find that a broad composite indicator has the highest predictive power. This fact still holds true if equal weights are used for the construction of the composite indicator in order to reflect the uncertainty about the origin of future crises.
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Financial Crisis Risk, ECB “Non-standard“ Measures, and the External Value of the Euro
Stefan Eichler
Quarterly Review of Economics and Finance,
No. 3,
2012
Abstract
I study the impact of banking and sovereign debt crisis risk of EMU member states on the external value of the euro. Using a regime switching model, I find that the external value of the euro has significantly responded to financial crisis risk during the period of November 2008–November 2011, while no significant effect is found for the period from February 2006 to October 2008. This suggests that the monetary expansion and interest rate cuts associated with the ECB's “non-standard” measures may have reduced the external value of the euro.
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Are Universal Banks Bad for Financial Stability? Germany During the World Financial Crisis
Diemo Dietrich, Uwe Vollmer
Quarterly Review of Economics and Finance,
No. 2,
2012
Abstract
This case study explores the contribution of universal banking to financial stability in Germany during the recent financial crisis. Germany is a prototype for universal banking and has suffered from a rather small number of banking crises in the past. We review the banking literature and analyze the major institutional and regulatory features of the German financial system to establish a nexus between universal banking and stability.
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