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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FDI Micro Database – Methodological Note – Survey 2012 in East Germany
Jutta Günther, Andrea Gauselmann, Björn Jindra, Philipp Marek, Jan Engelhardt
Einzelveröffentlichungen,
2012
Abstract
With the integration of post-communist countries into the European and global economy
after 1990, there was strong research interest into the role of multinational enterprises
(MNEs) for economic restructuring and technological catching-up. Most of the existing
empirical studies on locational determinants of FDI and host country effects did not take
account of East Germany. This might be for different reasons: Firstly, theoretical and
empirical difficulties derive from the fact that East Germany followed a distinct transition
pattern as it became a region subsumed in a larger and more mature economy. Secondly,
East Germany received private investment from foreign as well as West German firms. Only
the first can be considered as a foreign direct investment (FDI). Finally, there had long been
a lack of micro data to adequately analyse the activities of corresponding firms from a
production as well as technological perspective.
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The Determinants of Inward Foreign Direct Investment in Business Services Across European Regions
Davide Castellani
Finanza e Statistica 104/2012,
2012
Abstract
The paper accounts for the determinants of inward foreign direct investment in business services across the EU-27 regions. Together with the traditional variables considered in the literature (market size, market quality, agglomeration economies, labour cost, technology, human capital), we focus on the role of forward linkages with manufacturing sectors and other service sectors as
attractors of business services FDI at the regional level. This hypothesis is based on the evidence that the growth of business services is mostly due to increasing intermediate demand by other services industries and by manufacturing industries and on the importance of geographical proximity for forward linkages in services.
To our knowledge, there are no studies investigating the role of forward linkages for the location of FDI. This paper aims therefore to fill this gap and add to the FDI literature by providing a picture of the specificities of the determinants of FDI in business services at the regional level. The empirical analysis draws upon the database fDi Markets, from which we selected projects having as a destination NUTS 2 European regions in the sectors of Business services over the period 2003-2008. Data on FDI have been matched with data drawn from the Eurostat Regio
database. Forward linkages have been constructed using the OECD Input/Output database. By estimating a negative binomial model, we find that regions specialised in those (manufacturing) sectors that are high potential users of business services attract more FDI than other regions. This confirms the role of forward linkages for the localisation of business service FDI, particularly in the case of manufacturing.
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Predicting Financial Crises: The (Statistical) Significance of the Signals Approach
Makram El-Shagi, Tobias Knedlik, Gregor von Schweinitz
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 does not 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 and statistically significant results and (2) that composite
indicators aggregating information contained in individual indicators add value to the signals approach, even where most individual indicators are not statistically significant on their own.
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MNE’s Regional Location Choice - A Comparative Perspective on East Germany, the Czech Republic and Poland
Andrea Gauselmann, Philipp Marek, J. P. Angenendt
IWH Discussion Papers,
No. 8,
2011
published in: Empirica
Abstract
The focus of this article is the empirical identification of factors influencing Foreign Direct Investment (FDI) in transition economies on a regional level (NUTS 2). The analysis is designed as benchmark between three neighboring post-communist regions, i.e. East Germany, the Czech Republic and Poland. Their different transition paths have not only resulted in economic differences. We can also observe today that the importance of pull factors for FDI varies significantly across the regions. This analysis shows that in comparison with Poland and the Czech Republic, East Germany’s major benefit is its purchasing power, its geographical proximity to West European markets, and its modern infrastructure. Furthermore, the analysis suggests that intra-industry linkages such as specialization and agglomeration economies are relevant factors for the location decision of foreign investors. This result can help to explain the regional divergence of FDI streams in transition economies.
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IWH FDI Micro Database – Methodological Note – Survey 2009 in East Germany
Andrea Gauselmann, Gabriele Hardt, Björn Jindra, Philipp Marek
Einzelveröffentlichungen,
No. 3,
2009
Abstract
The paper is a methodological report on the IWH-FDI-Micro Database of the year 2009. It contains a motivation of the research questions and describes the availability of existing data sources on multinational affiliates in transition economies. In its core it describes the population, survey sampling and implementation, in depth information on the survey representativeness, and questionnaire design. The 2009 survey covers multinationals affiliates in manufacturing and selected services of Hungary, Czech Republic, Poland, Romania, Slovakia, and East Germany.
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IWH FDI Micro Database – Methodological Note – Survey 2010 in East Germany
Andrea Gauselmann, Gabriele Hardt, Björn Jindra, Philipp Marek
Einzelveröffentlichungen,
2010
Abstract
The paper is a methodological report on the IWH-FDI-Micro Database of the year 2010. It contains a motivation of the research questions and describes the availability of existing data sources on multinational affiliates in transition economies. In its core it describes the population, survey sampling and implementation, in depth information on the survey representativeness, and questionnaire design. The 2010 survey covers multinationals affiliates in manufacturing and selected services of East Germany.
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IWH FDI Micro Database – Methodological Note – Survey 2008 in East Germany
Andrea Gauselmann, Gabriele Hardt, Björn Jindra, Philipp Marek
Einzelveröffentlichungen,
No. 2,
2008
Abstract
The paper is a methodological report on the IWH-FDI-Micro Database of the year 2008. It contains a motivation of the research questions and describes the availability of existing data sources on multinational affiliates in transition economies. In its core it describes the population, survey sampling and implementation, in depth information on the survey representativeness, and questionnaire design. The 2008 survey covers multinationals affiliates in manufacturing and selected services of East Germany.
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IWH FDI Micro Database – Methodological Note – Survey 2007 in East Germany
Andrea Gauselmann, Gabriele Hardt, Björn Jindra, Philipp Marek
Einzelveröffentlichungen,
No. 3,
2007
Abstract
The paper is a methodological report on the IWH-FDI-Micro Database of the year 2007. It contains a motivation of the research questions and describes the availability of existing data sources on multinational affiliates in transition economies. In its core it describes the population, survey sampling and implementation, in depth information on the survey representativeness, and questionnaire design. The 2007 survey covers multinationals affiliates in manufacturing of Croatia, Poland, Romania, Slovenia East Germany.
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