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Monitoring economic conditions in real time, or nowcasting, is among the key tasks routinely performed by economists. Nowcasting entails some key challenges, which also characterise modern Big Data analytics, often referred to as the three "Vs": the large number of time series continuously...
Persistent link: https://www.econbiz.de/10012259379
This paper shows that newspaper articles contain timely economic signals that can materially improve nowcasts of real GDP growth for the euro area. Our text data is drawn from fifteen popular European newspapers, that collectively represent the four largest Euro area economies, and are machine...
Persistent link: https://www.econbiz.de/10012705416
performs favourably compared to the Eurosystem/ECB staff macroeconomic projections, (iv) forecasting performance deteriorates …
Persistent link: https://www.econbiz.de/10014315194
We consider simple methods to improve the growth nowcasts and forecasts obtained by mixed frequency MIDAS and UMIDAS models with a variety of indicators during the Covid-19 crisis and recovery period, such as combining forecasts across various specifications for the same model and/or across...
Persistent link: https://www.econbiz.de/10012285550
density forecasting ; automatic model building ; least angle regression …
Persistent link: https://www.econbiz.de/10008901497
The COVID-19 crisis has affected economic sectors very heterogeneously, with possible risks for permanent losses in some sectors. This paper presents a sectoral-level, bottom- up method to estimate euro area potential outputin order to assess the impact of the crisis on it. The estimates are...
Persistent link: https://www.econbiz.de/10013367033
This paper aims at assessing the role of the United States in the global economy and its evolution over time. The emergence of large economic players, like China, is likely to have weakened the role of the U.S. economy as a driver of global growth. Based on a Global VAR modelling approach, this...
Persistent link: https://www.econbiz.de/10003832378
a significant impact of forecasting accuracy irrespective of the model in use, ostensibly due to the presence of breaks …
Persistent link: https://www.econbiz.de/10003794046
short-term interest rate, stock returns or corporate bond spreads. The forecasting performance is very good for the United …. - Recessions ; forecasting ; probit ; VAR …
Persistent link: https://www.econbiz.de/10008688529
become tighter. We use quantile regression and the skewed t-distribution and evaluate the forecasting properties of models …
Persistent link: https://www.econbiz.de/10012241245