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The rapid development of artificial intelligence methods contributes to their wide applications for forecasting various financial risks in recent years. This study introduces a novel explainable case-based reasoning (CBR) approach without a requirement of rich expertise in financial risk....
Persistent link: https://www.econbiz.de/10012584957
This paper employs an augmented version of the UECCC GARCH specification proposed in Conrad and Karanasos (2010) which allows for lagged in-mean effects, level effects as well as asymmetries in the conditional variances. In this unified framework we examine the twelve potential intertemporal...
Persistent link: https://www.econbiz.de/10013068979
This paper employs an augmented version of the UECCC GARCH specification proposed in Conrad and Karanasos (2010) which allows for lagged in-mean effects, level effects as well as asymmetries in the conditional variances. In this unified framework we examine the twelve potential intertemporal...
Persistent link: https://www.econbiz.de/10008758143
This paper employs the unrestricted extended constant conditional correlation GARCH specification proposed in Conrad and Karanasos (2008) to examine the intertemporal relationship between the uncertainties of inflation and output growth in the US. We find that inflation uncertainty effects...
Persistent link: https://www.econbiz.de/10003770689
inflation uncertainty, the unconditional quantile regression estimation technique has been applied because of its robustness to …
Persistent link: https://www.econbiz.de/10011890489
horizon. In this paper, the efficiency gains from the joint estimation of forecast uncertainty for all horizons in such …
Persistent link: https://www.econbiz.de/10003882901
horizon. In this paper, the efficiency gains from the joint estimation of forecast uncertainty for all horizons in such …
Persistent link: https://www.econbiz.de/10012991108
In the past twenty years, measures of economic uncertainty have been developed that are either purely market price-based, structural model-based using data on real fundamentals and asset prices, text-based, or survey-based. We compare the performance of these uncertainty measures in forecasting...
Persistent link: https://www.econbiz.de/10013294567
This paper argues that probability forecasts convey information on the uncertainties that surround macroeconomic forecasts in a manner which is straightforward and which is preferable to other alternatives, including the use of confidence intervals. Probability forecasts relating to UK output...
Persistent link: https://www.econbiz.de/10013321125
[Update: Within four weeks of the original publication of this research report, Risk Magazine reported in its 28th February 2012 issue story titled 'Goodbye VaR? Basel to Consider Other Risk Metrics': "A review of trading book capital rules, due to be launched in March by the Basel Committee on...
Persistent link: https://www.econbiz.de/10013024329