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A reflection on the lackluster growth over the decade since the Global Financial Crisis has renewed interest in preventative measures for a long-standing problem. Advances in machine learning algorithms during this period present promising forecasting solutions. In this context, the paper...
Persistent link: https://www.econbiz.de/10013362692
react in a timely fashion to changes in the environment, leading to real-time forecast improvements relative to other … methods of density forecast combination, such as Bayesian model averaging, optimal (static) pools, and equal weights. We show …
Persistent link: https://www.econbiz.de/10010414783
of world output. The forecasts are compared to typical benchmarks: univariate autoregressive and random walk models …. Building on the forecast combination literature, the paper examines the effects of model and estimation uncertainty on forecast …
Persistent link: https://www.econbiz.de/10003781456
When do financial markets help in predicting economic activity? With incomplete markets, the link between financial and real economy is state-dependent and financial indicators may turn out to be useful particularly in forecasting "tail" macroeconomic events. We examine this conjecture by...
Persistent link: https://www.econbiz.de/10010339756
The years following the Great Recession were challenging for forecasters. Unlike other deep downturns, this recession was not followed by a swift recovery, but generated a sizable and persistent output gap that was not accompanied by deflation as a traditional Phillips curve relationship would...
Persistent link: https://www.econbiz.de/10011806275
returns. Our results suggest that the decomposition model produces higher forecast and directional accuracy than any of the …
Persistent link: https://www.econbiz.de/10011313235
We develop an econometric modelling framework to forecast commodity prices taking into account potentially different … dynamics and linkages existing at different states of the world and using different performance measures to validate the …
Persistent link: https://www.econbiz.de/10012415910
history where a small event had a cataclysmic consequence, we propose a novel view of the current state of the world via the …
Persistent link: https://www.econbiz.de/10010257508
We propose a novel dynamic approach to forecast the weights of the global minimum variance portfolio (GMVP). The GMVP …
Persistent link: https://www.econbiz.de/10012243462
In this paper, the authors investigate the statistical properties of some cryptocurrencies by using three layers of analysis: alpha-stable distributions, Metcalfe’s law and the bubble behaviour through the LPPL modelling. The results show, in the medium to long-run, the validity of Metcalfe's...
Persistent link: https://www.econbiz.de/10011976108