Bottom-up or Direct? Forecasting German GDP in a Data-rich Environment
Katja Heinisch, Rolf Scheufele
Empirical Economics,
Nr. 2,
2018
Abstract
In this paper, we investigate whether there are benefits in disaggregating GDP into its components when nowcasting GDP. To answer this question, we conduct a realistic out-of-sample experiment that deals with the most prominent problems in short-term forecasting: mixed frequencies, ragged-edge data, asynchronous data releases and a large set of potential information. We compare a direct leading indicator-based GDP forecast with two bottom-up procedures—that is, forecasting GDP components from the production side or from the demand side. Generally, we find that the direct forecast performs relatively well. Among the disaggregated procedures, the production side seems to be better suited than the demand side to form a disaggregated GDP nowcast.
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Hidden Gems and Borrowers with Dirty Little Secrets: Investment in Soft Information, Borrower Self-selection and Competition
Reint E. Gropp, Andre Guettler
Journal of Banking and Finance,
Nr. 2,
2018
Abstract
This paper empirically examines the role of soft information in the competitive interaction between relationship and transaction banks. Soft information can be interpreted as a valuable signal about the quality of a firm that is observable to a relationship bank, but not to a transaction bank. We show that borrowers self-select to relationship banks depending on whether their observed soft information is positive or negative. Competition affects the investment in learning the soft information from firms by relationship banks and transaction banks asymmetrically. Relationship banks invest more; transaction banks invest less in soft information, exacerbating the selection effect.
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The Effects of Fiscal Policy in an Estimated DSGE Model – The Case of the German Stimulus Packages During the Great Recession
Andrej Drygalla, Oliver Holtemöller, Konstantin Kiesel
Abstract
In this paper, we analyse the effects of the stimulus packages adopted by the German government during the Great Recession. We employ a standard medium-scale dynamic stochastic general equilibrium (DSGE) model extended by non-optimising households and a detailed fiscal sector. In particular, the dynamics of spending and revenue variables are modeled as feedback rules with respect to the cyclical component of output. Based on the estimated rules, fiscal shocks are identified. According to the results, fiscal policy, in particular public consumption, investment, transfers and changes in labour tax rates including social security contributions prevented a sharper and prolonged decline of German output at the beginning of the Great Recession, suggesting a timely response of fiscal policy. The overall effects, however, are small when compared to other domestic and international shocks that contributed to the economic downturn. Our overall findings are not sensitive to the allowance of fiscal foresight.
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Do We Want These Two to Tango? On Zombie Firms and Stressed Banks in Europe
Manuela Storz, Michael Koetter, Ralph Setzer, Andreas Westphal
ECB Working Paper,
2017
Abstract
We show that the speed and type of corporate deleveraging depends on the interaction between corporate and financial sector health. Based on granular bank-firm data pertaining to small and medium-sized enterprises (SME) from five stressed and two non-stressed euro area economies, we show that “zombie” firms generally continued to lever up during the 2010–2014 period. Whereas relationships with stressed banks reduce SME leverage on average, we also show that zombie firms that are tied to weak banks in euro area periphery countries increase their indebtedness even further. Sustainable economic recovery therefore requires both: deleveraging of banks and firms.
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Aufschwung in Deutschland weiter kräftig – Anspannungen nehmen zu
Roland Döhrn, Ferdinand Fichtner, Oliver Holtemöller, Stefan Kooths, Timo Wollmershäuser
Wirtschaftsdienst,
Nr. 10,
2017
Abstract
Der Aufschwung der deutschen Wirtschaft hat an Stärke und Breite gewonnen. In einigen Segmenten, so am Arbeitsmarkt, machen sich inzwischen sogar erste Zeichen einer Anspannung bemerkbar. Neben den Konsumausgaben tragen nun auch die Investitionen und das Auslandsgeschäft zur Expansion bei. Letzteres profitiert davon, dass die Konjunktur im Euroraum deutlich aufwärtsgerichtet ist. Die Expansion dort steht inzwischen auf recht soliden Füßen. Fährt die EZB nun ihre unkonventionellen Maßnahmen schrittweise zurück, sollte dies den Aufschwung im Euroraum nicht gefährden.
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U.S. Monetary-Fiscal Regime Changes in the Presence of Endogenous Feedback in Policy Rules
Yoosoon Chang, Boreum Kwak
Abstract
We investigate U.S. monetary and fiscal policy regime interactions in a model, where regimes are determined by latent autoregressive policy factors with endogenous feedback. Policy regimes interact strongly: Shocks that switch one policy from active to passive tend to induce the other policy to switch from passive to active, consistently with existence of a unique equilibrium, though both policies are active and government debt grows rapidly in some periods. We observe relatively strong interactions between monetary and fiscal policy regimes after the recent financial crisis. Finally, latent policy regime factors exhibit patterns of correlation with macroeconomic time series, suggesting that policy regime change is endogenous.
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Do We Want These Two to Tango? On Zombie Firms and Stressed Banks in Europe
Manuela Storz, Michael Koetter, Ralph Setzer, Andreas Westphal
IWH Discussion Papers,
Nr. 13,
2017
Abstract
We show that the speed and type of corporate deleveraging depends on the interaction between corporate and financial sector health. Based on granular bank-firm data pertaining to small and medium-sized enterprises (SME) from five stressed and two non-stressed euro area economies, we show that “zombie” firms generally continued to lever up during the 2010–2014 period. Whereas relationships with stressed banks reduce SME leverage on average, we also show that zombie firms that are tied to weak banks in euro area periphery countries increase their indebtedness even further. Sustainable economic recovery therefore requires both: deleveraging of banks and firms.
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Inflation Dynamics During the Financial Crisis in Europe: Cross-sectional Identification of Long-run Inflation Expectations
Geraldine Dany-Knedlik, Oliver Holtemöller
IWH Discussion Papers,
Nr. 10,
2017
Abstract
We investigate drivers of Euro area inflation dynamics using a panel of regional Phillips curves and identify long-run inflation expectations by exploiting the crosssectional dimension of the data. Our approach simultaneously allows for the inclusion of country-specific inflation and unemployment-gaps, as well as time-varying parameters. Our preferred panel specification outperforms various aggregate, uni- and multivariate unobserved component models in terms of forecast accuracy. We find that declining long-run trend inflation expectations and rising inflation persistence indicate an altered risk of inflation expectations de-anchoring. Lower trend inflation, and persistently negative unemployment-gaps, a slightly increasing Phillips curve slope and the downward pressure of low oil prices mainly explain the low inflation rate during the recent years.
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Aufschwung in Deutschland festigt sich trotz weltwirtschaftlicher Risiken
Roland Döhrn, Ferdinand Fichtner, Oliver Holtemöller, Stefan Kooths, Timo Wollmershäuser
Wirtschaftsdienst,
Nr. 4,
2017
Abstract
Die deutsche Wirtschaft befindet sich nun schon im fünften Jahr eines moderaten Aufschwungs, der sich 2018 fortsetzen wird. Auch global expandiert die Wirtschaft kräftig. Die gestiegenen politischen Unsicherheiten dämpfen die Weltwirtschaft derzeit offensichtlich kaum. Der wirtschaftspolitische Kurs der neuen US-Regierung birgt sowohl Chancen als auch Risiken für die Konjunktur in den USA und der Welt. Die Gemeinschaftsdiagnose prognostiziert für 2018 eine Inflationsrate von 1,9% für die fortgeschrittenen Volkswirtschaften und rechnet mit einem Kurswechsel der EZB.
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Same, but Different: Testing Monetary Policy Shock Measures
Alexander Kriwoluzky, Stephanie Ettmeier
IWH Discussion Papers,
Nr. 9,
2017
Abstract
In this study, we test whether three popular measures for monetary policy, that is, Romer and Romer (2004), Barakchian and Crowe (2013), and Gertler and Karadi (2015), constitute suitable proxy variables for monetary policy shocks. To this end, we employ different test statistics used in the literature to detect weak proxy variables. We find that the measure derived by Gertler and Karadi (2015) is the most suitable in this regard.
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