Showing 1 - 10 of 275
that (a) regardless of the forecasting methods considered, PMIs are useful for nowcasting, but their value added diminishes …This paper derives new theoretical results for forecasting with Global VAR (GVAR) models. It is shown that the presence … Purchasing Managers Indices (PMIs) for forecasting global (48 countries) growth, and compare forecasts from AugGVAR models with a …
Persistent link: https://www.econbiz.de/10010438196
-time out-of-sample forecasting comparison study with one of the most widely used data sets in the newer forecasting literature … for forecasting consumption developments. …
Persistent link: https://www.econbiz.de/10012304069
Allocation algorithm. For the forecasting experiment, we select 10 sign-adjusted topics that show strong correlations with GDP … information beyond professional forecasts. In an out-of-sample forecasting experiment, we also find that combining Dynamic Factor … solely on hard data across all forecasting horizons, with the greatest improvements seen in nowcasts. These results …
Persistent link: https://www.econbiz.de/10015178446
nowcasting and forecasting quarterly world GDP using mixed-frequency models. We find that a recently proposed indicator that …
Persistent link: https://www.econbiz.de/10012306598
This paper provides a detailed assessment of the real-time forecast accuracy of a wide range of vector autoregressive models (VAR) that allow for both structural change and indicators sampled at different frequencies. We extend the literature by evaluating a mixed-frequency time-varying...
Persistent link: https://www.econbiz.de/10012154665
probabilities with a simple GDP forecasting model yields an accurate nowcast for the steepest decline in GDP in 2009Q1 and a correct …
Persistent link: https://www.econbiz.de/10011646914
The use of large datasets for macroeconomic forecasting has received a great deal of interest recently. Boosting is one … forecasting a wide range of macroeconomic variables. Moreover, we analyse to what extent its forecasting accuracy depends on the … commonly used information criteria. -- macroeconomic forecasting ; component-wise boosting ; large datasets ; variable …
Persistent link: https://www.econbiz.de/10009721997
We reformulate the Nordhaus test as a friction model where the large number of zero revisions are treated as censored, i.e., unknown values inside a small region of "imperceptibility." Using Blue Chip individual forecasts of U.S. real GDP growth, inflation, and unemployment over 1985-2020, we...
Persistent link: https://www.econbiz.de/10012226771
We have studied the relationship between Receiver Operating Characteristics (ROC) and Precision-Recall Curve (PRC) both analytically and using a real-life empirical example of yield spread as a predictor of recessions. We show that false alarm rate in ROC and inverted precision in PRC are...
Persistent link: https://www.econbiz.de/10014284725
Recent articles suggest that a Bayesian vector autoregression (BVAR) with shrinkage is a good forecast device even when the number of variables is large. In this paper we evaluate different variants of the BVAR with respect to their forecast accuracy for euro area real GDP growth and HICP...
Persistent link: https://www.econbiz.de/10010257225