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or demographics. We show the good forecasting performance of the model relative to popular alternatives, including … area, the United States and Japan. In particular, incorporating survey forecast information helps to reduce the uncertainty … about the unconditional mean and along with the time variation improves the long-run forecasting performance of the VAR …
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In this paper we study what professional forecasters actually explain. We use spectral analysis and state space modeling to decompose economic time series into a trend, a business-cycle, and an irregular component. To examine which components are captured by professional forecasters we regress...
Persistent link: https://www.econbiz.de/10011305773
We present an accurate and efficient method for Bayesian forecasting of two financial risk measures, Value-at-Risk and …
Persistent link: https://www.econbiz.de/10011979983
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We assess the predictive ability of 15 economic uncertainty measures in a real-time out-of-sample forecasting exercise … uncertainty factor models are superior when forecasting employment and in general the uncertainty factors have predictive content …
Persistent link: https://www.econbiz.de/10013375365
We introduce a Combined Density Nowcasting (CDN) approach to Dynamic Factor Models (DFM) that in a coherent way accounts for time-varying uncertainty of several model and data features in order to provide more accurate and complete density nowcasts. The combination weights are latent random...
Persistent link: https://www.econbiz.de/10010465155
We use Google search data with the aim of predicting unemployment, CPI and consumer confidence for the US, UK, Canada, Germany and Japan. Google search queries have previously proven valuable in predicting macroeconomic variables in an in-sample context. To our knowledge, the more challenging...
Persistent link: https://www.econbiz.de/10011987495
probability density function for future values of the variables of interest. At the same time combinations of forecast densities …-data sets. Given this increased relevance of forecast density combinations, the genesis and evolution of this approach, both … history and evolution of forecast density combination methods, together with their potential and benefits, are illustrated in …
Persistent link: https://www.econbiz.de/10011895935