The following figure demonstrates the Data Analysis & Predictions process of NOESYS software. Following a vast amount of studies, we developed a generic software environment, capable to analyze any database, composed by continuous variables. Data preparation and Pre-Processing is an important stage, aiming to understand the basic structure of the data, detect the outliers, reveal the distribution of the variables and their inter-relationships. We utilize a variety of methods in order to validate the results and focus on the conceptual interpretation, though Sensitivity Analysis. The prediction models are generated into an executable programme and mathematical formula in MS Excel.
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