Showing 1 - 10 of 5,123
This paper presents a MIDAS type mixed frequency VAR forecasting model. First, we propose a general and compact mixed … pseudo out-of-sample forecasting exercise with US real-time data yields that the mixed frequency VAR substantially improves … frequency VAR framework using a stacked vector approach. Second, we integrate the mixed frequency VAR with a MIDAS type Almon …
Persistent link: https://www.econbiz.de/10010508351
encouraging. In a pseudo out-of-sample exercise, our approach beats relevant benchmarks for forecasting CPI inflation and an …
Persistent link: https://www.econbiz.de/10010508347
-on-quarter growth rate in Switzerland. It also assesses the informational content of macroeconomic data releases for forecasting of the … for GDP forecasting, although their ranking depends on the underlying transformation of monthly indicators from which the …
Persistent link: https://www.econbiz.de/10010580967
This paper introduces a new regression model - Markov-switching mixed data sampling (MS-MIDAS) - that incorporates regime changes in the parameters of the mixed data sampling (MIDAS) models and allows for the use of mixed-frequency data in Markov-switching models. After a discussion of...
Persistent link: https://www.econbiz.de/10008854481
This paper introduces the OECD Weekly Tracker of economic activity for 46 OECD and G20 countries using Google Trends search data. The Tracker performs well in pseudo-real time simulations including around the COVID-19 crisis. The underlying model adds to the previous Google Trends literature in...
Persistent link: https://www.econbiz.de/10012420946
across different horizons and real-time datasets. To further improve performances when forecasting with machine learning, we …
Persistent link: https://www.econbiz.de/10014322806
paper, we compare their performance in a relevant case for policy making, i.e., nowcasting and forecasting quarterly GDP …This paper compares the mixed-data sampling (MIDAS) and mixed-frequency VAR (MF-VAR) approaches to model specification … exponential lag polynomials for the coefficients, whereas MF-VAR does not restrict the dynamics and therefore can suffer from the …
Persistent link: https://www.econbiz.de/10008528546
This paper discusses pooling versus model selection for now- and forecasting in the presence of model uncertainty with … forecasting quarterly German GDP, a key macroeconomic indicator for the largest country in the euro area, with a large set of …
Persistent link: https://www.econbiz.de/10005123534
. Our empirical findings show that the factor estimation methods don't differ much with respect to nowcasting accuracy …
Persistent link: https://www.econbiz.de/10005124208
out to assess the forecasting performance of the estimated models, using predictive ability and model confidence set tests …. This latter allows getting several models displaying equivalent forecasting performance and therefore gives robustness to … the forecasting exercise rather than to base the forecasting analysis only on one model. …
Persistent link: https://www.econbiz.de/10010588231