Showing 1 - 10 of 84
matrix and averages model estimates across all data releases. Using standard forecasting and policy models to analyze … monetary authorities’ reaction functions, we show that this simple method can improve forecasting performance and provide …
Persistent link: https://www.econbiz.de/10008861862
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 … number of data-rich forecasting methods, including Lasso, Ridge, partial least squares and factor-based methods. It is found …
Persistent link: https://www.econbiz.de/10011093979
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/10010877728
to forecasting area-wide industrial production. To this end, we use various tests that are designed to compare competing …
Persistent link: https://www.econbiz.de/10008498989
This paper proposes a new method of forecasting euro area quarterly real GDP that uses area-wide indicators, which are … information approach outperforms alternative forecasting methods in terms of forecast accuracy. …
Persistent link: https://www.econbiz.de/10005181446
combining different forecasting procedures generally produces more accurate forecasts than can be attained from a single model. …
Persistent link: https://www.econbiz.de/10005405901
In this article, we combine machine learning techniques with statistical moments of the gasoline price distribution. By doing so, we aim to detect and predict cartels in the Brazilian retail market. In addition to the traditional variance screen, we evaluate how the standard deviation,...
Persistent link: https://www.econbiz.de/10013244500
We propose autocorrelation-robust asymptotic variances of the Brier score and Brier skill score, which are generally applicable in circumstances with weak serial correlation. An empirical application in macroeconomics underscores the importance of taking care of serial correlation. We find that...
Persistent link: https://www.econbiz.de/10011242158
spread—to predict economic recessions in the United States. We also examine the sources of forecasting gains using a …
Persistent link: https://www.econbiz.de/10011155375
We study the impact of diverse beliefs on conduct of monetary policy. We use a New Keynesian Model solved with a quadratic approximation. Aggregation renders the belief distribution an aggregate state variable. Diverse expectations change standard results about a smooth trade-off between...
Persistent link: https://www.econbiz.de/10011205380