Statistical Tool to Estimate and Optimize the Intensity of the Dependence Between the Parameters of a Dynamic System

Abstract

The article presents a method of investigating the intensity of the connection between the parameters measured in experiments for different dynamic processes. The method is based on a function constructed from the correlation between the rows of records, called variables. The result is addressed to all specialists who try to obtain relationships between the parameters of a process, starting from the results of experimental research. It is considered that the relationships sought between the variables of the researched process do not have a theoretical foundation or do not have a corresponding one. The tool for assessing the intensity of the connection between the main parameter and the secondary parameters of a dynamic process is tested on soil tillage processes in agriculture. A hierarchy of the intensity of the connection between the main parameter and the secondary parameters or combinations thereof is provided. Using these hierarchies, researchers can create regressions based on the priorities offered by these hierarchies.