My research focuses on data characteristics and data models and methods. Nowadays, there are several methods of analysis to describe different scientific data with classical and novel models. During the whole analysis process, finding the models and relationships mean results yet then comes the prediction for the future. However, the different analyzing methods have no capability to interpret the results, we just calculate the results with the proper equations.

Our research focuses on how it is possible to get different inconsistent results for a given question. The results are proved by mathematical methods and accepted by the experts, but the decisions are not valid since the correlations originated from a random nature of the measured data. This random characteristic—called Random Correlation—could unbeknown to the experts as well. But this phenomenon needs to be handled to make correct decisions.