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improve the transparency of machine learning-based forecasts. Applying the framework to Turkey reduces forecast errors by at …
Persistent link: https://www.econbiz.de/10012251288
This paper uses an untapped source of satellite-recorded nightlights and gas flaring data to characterize the contraction of economic activity in Yemen throughout the ongoing conflict that erupted in 2015. Using estimated nightlights elasticities on a sample of 72 countries for real GDP and 28...
Persistent link: https://www.econbiz.de/10012122483
Persistent link: https://www.econbiz.de/10009419774
Persistent link: https://www.econbiz.de/10010388849
In this paper we propose a novel approach to obtain the predictive density of global GDP growth. It hinges upon a bottom-up probabilistic model that estimates and combines single countries' predictive GDP growth densities, taking into account cross-country interdependencies. Speci?cally, we...
Persistent link: https://www.econbiz.de/10012251413
Monthly economic indicators support policy analysis of current economic developments and forecasting. This paper presents an overview of the data and statistical requirements to develop those indicators taking into account resource constraints that LIC typically face. We review statistical...
Persistent link: https://www.econbiz.de/10012252734
This paper is the first attempt to directly explore the long-run nonlinear relationship between the shadow economy and level of development. Using a dataset of 158 countries over the period from 1996 to 2015, our results reveal a robust U-shaped relationship between the shadow economy size and...
Persistent link: https://www.econbiz.de/10012009455
This paper seeks to illuminate the uncertainty in official GDP per capita measures using auxiliary data. Using satellite-recorded nighttime lights as an additional measurement of true GDP per capita, we provide a statistical framework, in which the error in official GDP per capita may depend on...
Persistent link: https://www.econbiz.de/10012019789
This paper takes stock of the global economic recovery a decade after the 2008 financial crisis. Output losses after the crisis appear to be persistent, irrespective of whether a country suffered a banking crisis in 2007-08. Sluggish investment was a key channel through which these losses...
Persistent link: https://www.econbiz.de/10012019853
We criticize existing empirical results on the detrimental effects of natural resource dependence on the rate of economic growth after controlling for institutional quality, openness, and initial income. These results do not survive once we use instrumental variables techniques to correct for...
Persistent link: https://www.econbiz.de/10014400351