Correlation and regression analysis

Abstract

This research and methodological article examines the properties and calculation methods for indicators characterizing the relationships between dependent and independent variables (such as the correlation coefficient, as well as simple and multiple correlation), along with methods for testing statistical hypotheses regarding these indicators. Furthermore, the article analyzes issues related to determining the form of the relationship between dependent and independent variables (linear regression equations) and estimating their coefficients.