Correlation Coefficient, Linear Regression, Regression Modeling, Multicollinearity, Nonlinear Regression.
can exist between two variables, such as exponential, logarithmic, polynomial, and quadratic relationships. Understanding whether variables have linear or non-linear relationships is important due to the following reasons: Accurate analysis: If two variables have a non-linear relationship, it’s