Correlation Coefficient, Linear Regression, Regression Modeling, Multicollinearity, Nonlinear Regression.
tend to move in the same direction. For instance, if running and getting dehydrated are positively correlated, it means that the more you run the more you become dehydrated. The strength of a positive correlation increases as the coefficient tends towards 1 and vice versa. Negative correlation Two