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DIW Discussion Papers 1750 / 2018
Different bootstrap methods and estimation techniques for inference for structural vector autoregressive (SVAR) models identified by conditional heteroskedasticity are reviewed and compared in a Monte Carlo study. The model is a SVAR model with generalized autoregressive conditional heteroskedastic (GARCH) innovations. The bootstrap methods considered are a wild bootstrap, a moving blocks bootstrap ...
2018| Helmut Lütkepohl, Thore Schlaak
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DIW Discussion Papers 1747 / 2018
Expanding public or publicly subsidized childcare has been a top social policy priority in many industrialized countries. It is supposed to increase fertility, promote children's development and enhance mothers' labor market attachment. In this paper, we analyze the causal effect of one of the largest expansions of subsidized childcare for children up to three years among industrialized countries on ...
2018| Kai-Uwe Müller, Katharina Wrohlich
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DIW Discussion Papers 1732 / 2018
We analyze whether start-up rates in different industries systematically change with business cycle variables. Using a unique data set at the industry level, we mostly find correlations that are consistent with counter-cyclical influences of the business cycle on entries in both innovative and non-innovative industries. Entries into the largescale industries, including the innovative part of manufacturing, ...
2018| Alexander Konon, Michael Fritsch, Alexander S. Kritikos
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DIW Discussion Papers 1729 / 2018
We use a cointegrated structural vector autoregressive model to investigate the relation between euro area monetary policy and the stock market. Since there may be an instantaneous causal relation we consider long-run identifying restrictions for the structural shocks and also use (conditional) heteroskedasticity in the residuals for identification purposes. Heteroskedasticity is modelled by a Markov-switching ...
2018| Helmut Lütkepohl, Aleksei Netsunajev
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DIW Discussion Papers 1722 / 2018
We study the state-dependent trading behavior of financial intermediaries in the oil futures market, using structural vector autoregressions with Markov switching in heteroskedasticity. We decompose changes in futures price volatility into changes in the slopes of traders' demand curves and in the variability of their demand shocks. We find that the downward-sloping demand curve of intermediaries steepens ...
2018| Daniel Bierbaumer, Malte Rieth, Anton Velinov
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DIW Discussion Papers 1721 / 2018
We study the characteristics of inflation targeting as a shock absorber, using quarterly data for a large panel of countries. To overcome an endogeneity problem between monetary regimes and the likelihood of crises, we propose to study large natural disasters. We find that inflation targeting improves macroeconomic performance following such exogenous shocks. It lowers inflation, raises output growth, ...
2018| Marcel Fratzscher, Christoph Grosse Steffen, Malte Rieth
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DIW Discussion Papers 1707 / 2017
In order to identify structural shocks that affect economic variables, restrictions need to be imposed on the parameters of structural vector autoregressive (SVAR) models. Economic theory is the primary source of such restrictions. However, only over-identifying restrictions can be tested with statistical methods which limits the statistical validation of many just-identified SVAR models. In this study, ...
2017| Helmut Lütkepohl, Tomasz Woźniak
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DIW Discussion Papers 1688 / 2017
As from a political economy perspective, politicians often fail to implement structural reforms, we investigate if the resistance to reform is based on the differences in the risk preferences of voters, politicians, and bureaucrats. Based on the empirical results of a survey of the population in Germany, 175 members of the Federal German Parliament (Bundestag), and 106 officials (“bureaucrats”) from ...
2017| Tobias Thomas, Moritz Heß, Gert G. Wagner
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DIW Discussion Papers 1683 / 2017
We address the question of whether media influences occupational choices. To theoretically examine media effects, we construct a dynamic Bayesian occupational choice model with sequential decisions under ambiguity due to imperfect information. We show that sufficiently intensive positive media articles and reports about entrepreneurship increase the probability of self-employment and decrease the probability ...
2017| Alexander Konon, Alexander Kritikos
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DIW Discussion Papers 1672 / 2017
The performance of information criteria and tests for residual heteroskedasticity for choosing between different models for time-varying volatility in the context of structural vector autoregressive analysis is investigated. Although it can be difficult to find the true volatility model with the selection criteria, using them is recommended because they can reduce the mean squared error of impulse ...
2017| Helmut Lütkepohl, Thore Schlaak