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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
Bayesian forecasting is a natural product of a Bayesian approach to inference. The Bayesian approach in general requires explicit formulation of a model, and conditioning on known quantities, in order to draw inferences about unknown ones. In Bayesian forecasting, one simply takes a subset of...
Persistent link: https://www.econbiz.de/10014023705
area, the United States and Japan. In particular, incorporating survey forecast information helps to reduce the uncertainty …
Persistent link: https://www.econbiz.de/10011809970
entropy to tilt one-step ahead and long-horizon VAR forecasts to match the nowcast and long-horizon forecast from the Survey … of Professional Forecasters. The results indicate meaningful gains in multi-horizon forecast accuracy relative to model …, including those that are not directly tilted but are affected through spillover effects from tilted variables. The forecast …
Persistent link: https://www.econbiz.de/10012916060
, (ii) aggregate demand and (iii) oil-specific demand shock, by proposing the Information Criterion model averaging as a … demand shock, and more persistent following an oil specific demand shock …
Persistent link: https://www.econbiz.de/10014238297
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In this paper, I examine the forecasting performance of a Bayesian Vector Autoregression (BVAR) model with steady … period 2016q1-2020q1. My findings suggest that inflation forecasts produced by the BVAR model are more accurate than those of … the QPM model two quarters ahead and are competitive for the longer horizon. For GDP growth, the forecasts of the BVAR …
Persistent link: https://www.econbiz.de/10012440229
The COVID-19 pandemic has led to enormous data movements that strongly affect parameters and forecasts from standard VARs. To address these issues, we propose VAR models with outlier-augmented stochastic volatility (SV) that combine transitory and persistent changes in volatility. The resulting...
Persistent link: https://www.econbiz.de/10013184356