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Motivated by the Basel 3 regulations, recent studies have considered joint forecasts of Value-at-Risk and Expected Shortfall. A large family of scoring functions can be used to evaluate forecast performance in this context. However, little intuitive or empirical guidance is currently available,...
Persistent link: https://www.econbiz.de/10011688298
Republic of Macedonia (NBRM) for short-term forecasting of inflation - Autoregressive integrated moving average models … models' out-of-sample forecasting performance for the period 2012 q3 to 2016 q2 by using a number of forecast evaluation … to individual models' forecasts. Our results point to three important conclusions. First, the forecasting accuracy of the …
Persistent link: https://www.econbiz.de/10011785369
have been shown to improve forecasting models for various economic and financial series. In the aftermath of the global … financial crisis, modeling and forecasting mortgage demand and subsequent approvals have become a central issue in the banking … number of new mortgage approvals and markedly improve their nowcasting and forecasting performance. …
Persistent link: https://www.econbiz.de/10012063503
during unstable periods, such as the Great Recession, but also remain over more tranquil periods. …
Persistent link: https://www.econbiz.de/10012120406
Competition models. Their relative merits in explaining and forecasting inflation are investigated theoretically and empirically … successful inflation forecasting. …
Persistent link: https://www.econbiz.de/10012143568
Forecast combination has become popular in central banks as a means to improve forecasts and to alleviate the risk of selecting poor models. However, if a model suite is populated with many similar models, then the weight attached to other independent models may be lower than warranted by their...
Persistent link: https://www.econbiz.de/10012143724
as benchmark. Finally, we replicate the forecasting experiment including as predictors both an indicator of unemployment …
Persistent link: https://www.econbiz.de/10012208423
This paper is concerned with problem of variable selection and forecasting in the presence of parameter instability …. There are a number of approaches proposed for forecasting in the presence of breaks, including the use of rolling windows or … variable selection and forecasting stages. In this study, we investigate whether or not we should use weighted observations at …
Persistent link: https://www.econbiz.de/10012269545
. Forecasting from such a model assuming 'no structural break' and 'correct model' is tantamount to ignoring important aspects of …) a random walk model. Optimal IC approach, though computational intensive, outperforms in forecasting next period …
Persistent link: https://www.econbiz.de/10012610973
This research aims at exploring whether simple trading strategies developed using state-ofthe-art Machine Learning (ML) algorithms can guarantee more than the risk-free rate of return or not. For this purpose, the direction of S&P 500 Index returns on every 6th day (SPYRETDIR6) and magnitude of...
Persistent link: https://www.econbiz.de/10012610982