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The price of crude oil is tied to major economic activities in all nations of the world, as a change in the price of crude oil invariably affects the cost of other goods and services. This has made the prediction of crude oil price a top priority for researchers and scientists alike. In this paper we present an intelligent system that predicts the price of crude oil. This system is based on Support...
Support Vector Regression (SVR) is a new general learning method, proposed in the statistical Learning Theory. In this paper, we construct a new nonparametric currency options pricing model with SVR approach. We integrate stochastic volatility models (SV) into SVR to upgrade the forecasting ability of the price of currency options. And we use the forward exchange rate as the input variable of SVR,...
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