Applying multiple polynomial regression principles for exploratory data analysis and regression analysis

The problem of exploratory data analysis and finding the regression line is considered. This problem is universal and many methods and mathematical approaches are used to solve it. In this paper, we consider the application of the principles of multidimensional polynomial regression to get acquainted with the data and construct a regression model. The content and mathematical formulation of the problem are provided. An algorithm for applying multidimensional regression principles for exploratory analysis and finding the regression line is proposed. The resulted key aspects of realization and the comparative table of algorithms