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Persistent link: https://www.econbiz.de/10011622109
This paper evaluates the forecast performance of boosting, a variable selection device, and compares it with the … comparison methodology, we find that boosting is a serious competitor for forecasting US industrial production growth in the …
Persistent link: https://www.econbiz.de/10008671964
principle components and other shrinkage techniques, including Bayesian model averaging and various bagging, boosting, least …
Persistent link: https://www.econbiz.de/10011052271
There has been increased interest in the use of "big data" when it comes to forecasting macroeconomic time series such as private consumption or unemployment. However, applications on forecasting GDP are rather rare. In this paper we incorporate Google search data into a Bridge Equation Model, a...
Persistent link: https://www.econbiz.de/10011667607
We propose constructing a set of trading strategies using predicted option returns for a relatively small forecasting period of ten trading days to form profitable hold-to-expiration, equally weighted, zero-cost portfolios based on 1-month at-the-money call and put options. We use a statistical...
Persistent link: https://www.econbiz.de/10004963497
This paper evaluates the forecast performance of boosting, a variable selection device, and compares it with the … comparison methodology, we find that boosting is a serious competitor for forecasting US industrial production growth in the …
Persistent link: https://www.econbiz.de/10010427583
There has been increased interest in the use of "big data" when it comes to forecasting macroeconomic time series such as private consumption or unemployment. However, applications on forecasting GDP are rather rare. In this paper we incorporate Google search data into a Bridge Equation Model, a...
Persistent link: https://www.econbiz.de/10011667109
This paper evaluates the forecast performance of boosting, a variable selection device, and compares it with the … comparison methodology, we find that boosting is a serious competitor for forecasting US industrial production growth in the …
Persistent link: https://www.econbiz.de/10008757436
Persistent link: https://www.econbiz.de/10010256842
Persistent link: https://www.econbiz.de/10012692684