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Machine learning (ML) is a novel method that has applications in asset pricing and that fits well within the problem of … econometrics for decades, their success in prediction has been limited, and examples of this abound in the asset pricing literature … the econometric frontiers in asset pricing. The top cited papers were reviewed, highlighting their contribution. The …
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In recent years support vector regression (SVR), a novel neural network (NN) technique, has been successfully used for financial forecasting. This paper deals with the application of SVR in volatility forecasting. Based on a recurrent SVR, a GARCH method is proposed and is compared with a moving...
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