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-time estimates to check the stability of the estimates to GDP revisions. We finally run a forecasting experiment to evaluate the … estimates in real time. Our measures help forecasting inflation over most of our evaluation sample (2001-2010) but fail …
Persistent link: https://www.econbiz.de/10013120226
We propose a new method for medium-term forecasting using exogenous information. We first show how a shifting … for estimating the model parameters. In forecasting inflation, the central bank inflation target, if it exists, is a … natural example of such exogenous information. We illustrate the application of our method by an out-of-sample forecasting …
Persistent link: https://www.econbiz.de/10013122536
series at annual frequency. This makes the analysis useful in the typical forecasting environment of large institutions … of the aggregate. Second, we employ a Mixed Data Sampling (MiDaS) approach to analyze mixed frequency fiscal data, which … is a methodological novelty. It is shown that MiDaS is the best approach for the analysis of mixed frequency fi scal data …
Persistent link: https://www.econbiz.de/10013082111
-frequency models, introducing a Bayesian approach to reverse unrestricted MIDAS models (RU-MIDAS). We study the forecasting accuracy … forecasting daily electricity prices in two of the main European markets, Germany and Italy. We do that by means of mixed …
Persistent link: https://www.econbiz.de/10012890163
to the cross-sectional dimension, the forecasting performance of small monetary VARs can be improved by adding additional …
Persistent link: https://www.econbiz.de/10012769281
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/10012825850
This paper assesses the forecasting performance of various variable reduction and variable selection methods. A small … and a large set of wisely chosen variables are used in forecasting the industrial production growth for four Euro Area …
Persistent link: https://www.econbiz.de/10013025082
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/10013243790
of country-specific determinants. This paper shows empirically the superiority of direct forecasting methods, in which …
Persistent link: https://www.econbiz.de/10012753643
forecasting together with cross-equation accounting identities. A pseudo real-time forecasting exercise indicates that the model … outperforms various benchmarks, such as quarterly time series models and bridge equations in forecasting growth in quarterly GDP …
Persistent link: https://www.econbiz.de/10013316468