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This paper develops Bayesian econometric methods for posterior inference in non-parametric mixed frequency VARs using additive regression trees. We argue that regression tree models are ideally suited for macroeconomic nowcasting in the face of extreme observations, for instance those produced...
Persistent link: https://www.econbiz.de/10012405305
We show that financial variables contribute to the forecast of GDP growth during the Great Recession, providing …
Persistent link: https://www.econbiz.de/10012241245
similar to the nowcast and forecast errors made during the financial crisis and following recovery seems to produce the best …
Persistent link: https://www.econbiz.de/10012285550
Euro area labour market variables are published with a considerable lag, longer than in the case of real GDP. We develop a suite of models to provide a more timely estimate (nowcast) of euro area quarterly employment growth based on a broad range of monthly indicators. The suite includes a batch...
Persistent link: https://www.econbiz.de/10014315194
We analyse the importance of macroeconomic information, such as industrial production index and oil price, for forecasting daily electricity prices in two of the main European markets, Germany and Italy. We do that by means of mixed-frequency models, introducing a Bayesian approach to reverse...
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This paper proposes a new methodology based on textual analysis to forecast U.S. recessions. Specifically, the paper … activity. When used in a standard recession probability model, the index outperforms the yield curve based forecast, a standard … method to forecast recessions, at medium horizons, up to 8 months. Moreover, the index contains information not included in …
Persistent link: https://www.econbiz.de/10012421073
We use a newly available dataset of euro area quarterly national accounts fiscal data and construct multivariate, state-space mixed-frequencies models for the government deficit, revenue and expenditure in order to assess its information content and its potential use for fiscal forecasting and...
Persistent link: https://www.econbiz.de/10003790942