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We propose a prior for VAR models that exploits the panel structure of macroeconomic time series while also providing shrinkage towards zero to address overfitting concerns. The prior is flexible as it detects shared dynamics of individual variables across endogenously determined groups of...
Persistent link: https://www.econbiz.de/10013359163
This paper discusses how the forecast accuracy of a Bayesian vector autoregression (BVAR) is affected by introducing … the zero lower bound on the federal funds rate. As a benchmark I adopt a common BVAR specification, including 18 variables …
Persistent link: https://www.econbiz.de/10011306293
Im Zentrum dieser Dissertation steht das Beschreiben und Erklären von Konjunkturdynamiken. Motiviert durch den außerordentlich starken wirtschaftlichen Einbruch in 2008/2009 betont die Arbeit dabei die Wichtigkeit der Nutzung von nichtlinearen Modellansätzen. Die Dissertation kann als Beitrag...
Persistent link: https://www.econbiz.de/10012154125
accurate BVAR model used to forecast external demand provides an unbiased forecast and also yields a better forecast of turning … external demand forecast faster than is currently possible. The external demand forecast helps to forecast exports and, through … with the help thereof - their external demand, relying on BVAR models and using monthly time series (confidence indices …
Persistent link: https://www.econbiz.de/10011942752
In this paper we investigate the forecasting performance of the median Consumer Price Index (CPI) in a variety of Bayesian vector autoregressions (BVARs) that are often used for monetary policy. Until now, the use of trimmed-mean price statistics in forecasting inflation has often been relegated...
Persistent link: https://www.econbiz.de/10011561107
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 … optimally does not improve forecast accuracy; (e) all variants except the large BVAR tend to be well calibrated for inflation …
Persistent link: https://www.econbiz.de/10013055383
We model the United States macroeconomic and financial sectors using a formal and unified econometric model. Through shrinkage, our Bayesian VAR provides a flexible framework for modeling the dynamics of thirty-one variables, many of which are tracked by the Federal Reserve. We show how the...
Persistent link: https://www.econbiz.de/10012613922
We compare direct forecasts of HICP and HICP excluding energy and food in the euro area and five member countries to aggregated forecasts of their main components from large Bayesian VARs with a shared set of predictors. We focus on conditional point and density forecasts, in line with...
Persistent link: https://www.econbiz.de/10012384462
show that the BVAR model can improve the forecast ability of the univariate autoregressive benchmark's model of inflation …. The Giacomini-White test indicates that a BVAR performs better than the benchmark in all forecast horizons. Statistical … corrections to reach the desired policy goals. This paper develops a group of models to forecast inflation for Argentina, which …
Persistent link: https://www.econbiz.de/10011846246
indicates that a BVAR performs better than the benchmark in all forecast horizons. Statistical differences between the two BVAR … desired policy goals. This paper develops a group of models to forecast inflation for Argentina, which includes autoregressive … models and different scale Bayesian VARs (BVAR), and compares their relative accuracy. The results show that the BVAR model …
Persistent link: https://www.econbiz.de/10011882797