Linear Regression Analysis, understanding statistical covariance & its relationship between variables & regression line, the covariance can be used to determine the slope of a regression line for modeling the data being analyzed, also discussed is how covariance measures the magnitude of relationship between X (independent variable) & Y (dependent variable) either as positively or inversely (negative) related, discussion by Allen Mursau