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For the purpose of strategy formation, NeuroStrategy uses exclusively the historical price information of the relevant financial instrument. This includes information about
on a daily basis. This data yields five time series, which NeuroStrategy prepares for training using a great variety of preprocessing technologies. When you request the trading recommendation at a certain point in time, NeuroStrategy obtains an intraday quote from your data provider with
This information is joined to the historical time series as its final set of data, before NeuroStrategy issues the recommendation. Normally, NeuroStrategy is used in such a way that you request the trading recommendation in the afternoon, at a time when you are still able to place your order without difficulty.
We consciously refrain from using any data from other financial instruments, currencies or indices. Neither do fundamental data enter directly into the analyses. According to our understanding as data mining experts, all of the factors affecting a security are reflected in the price development and trading activity. That is to say, all information is contained in the time series and can be extracted from it.
Extraneous circumstances such as dependencies on certain currencies, interest rates or exchange rates can change over time. Thus, a stock may for a time develop in parallel to the US Dollar and then suddenly take a contrary course. This can lead to dramatic mistakes.