Advanced trading software: technical analysis and neural networks

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Product / Product Information / Neural Nets

Neural Nets
Why Neural Nets
Model Development
Tradecision Committees
Committees - Using Multiple Models

In many cases, using several combined models in your neural strategy is more efficient than using just one. The simplest approach is to use a committee of several models. Each model can be responsible for a certain aspect of the market. You can create one model based on momentum indicators, another one based on volatility indicators, and the third one based on fundamental factors.

Then, you can enter long positions based on the momentum and fundamental model, and short positions based on the volatility and fundamental model. Alternatively, you can enter a position whereby two out of the three models are targeted toward forecasting the same value.
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