Recurrent Support Vector Regression for a Nonlinear ARMA Model with Applications to Forecasting Financial Returns … Abstract: Motivated by the recurrent Neural Networks, this paper proposes a recurrent Support Vector Regression (SVR) procedure … opposed to the usual feedforward SVR. -- Recurrent support vector regression ; MLE ; recurrent MLP ; nonlinear ARMA …

in modern financial risk management techniques like Value at Risk. This paper suggests a regression based density … indices, the regression based evaluation strategy is compared with a recently proposed methodology based on likelihood ratio … tests. It is demonstrated that misspecifications of forecasting models can be detected within the proposed regression …