best stocks

investing

prediction

Neural Network. Fourier series

Cup-With-Handle filter

The expected performance of a stock depends on quality of the company, market evaluation of its stock, and macroeconomic environment. Also general market current condition is a significant contributing factor in the stock performance. So that it is clear that a good investing decision should be based on a multi-dimensional consideration of many criteria. However, making an investing decision on the basis of too large data volume is not easy. To solve this dilemma, Addaptron has developed Investment Analyzer (IA) InvAn that performs fundamental, technical, and timing analyses converting them into three ratings. Then IA combines these ratings into a single number, composite rating, using a special synthesizing algorithm. IA fundamental rating is used to define the perspective within several quarters period. The fundamental analysis is performed on the basis of several key ratios and parameters (factors) to reflect company and its stock actual state and dynamics. Also it includes stock performance expectations on the basis of analysts opinion and external ratings. IA technical rating is a result of processing the signals from tens of technical indicators and combining them into a single number by using Artificial Neural Networks (ANN) algorithm that allows reaching the best accuracy in the forecast. IA timing rating defines optimum time of a stock to be bought (sold) in the current stock market conditions. Due to a fast and automatic data processing, IA enables watching hundreds of stocks. IA composite rating allows ranking stocks daily from the worst to the best. It also has other useful features, such as, calculating optimal cash reserve, forecasting stocks portfolios or an individual stock (index) on the basis of Fourier series analysis, a filter to select stocks with Cup-With-Handle pattern, as well as, correlation analysis tool for advanced portfolio management.